Welcome to the SALICON Challenge 2015!

1. Introduction
The SALICON Challenge is designed to evaluate the performance of algorithms predicting visual saliency in natural images. Motivation of the challenge includes (1) to facilitate attention study in context and with non-iconic views, (2) to provide larger-scale human attentional data, and (3) to encourage the development of methods that leverage multiple annotation modalities from MS COCO. Saliency prediction results could in turn benefit other tasks like recognition and captioning – humans make multiple fixations to understand the visual input in natural scenes. Teams will be competing against each other by training their algorithms on the SALICON / MS COCO dataset and their results will be compared against human behavioral data.
2. Rules to Participate
Please submit through http://lsun.cs.princeton.edu/ before May 29, 2015. After the deadline, we will continue to host the challenge on CodaLab. We follow the practice and extend the tools and formats from the MS COCO Captioning Challenge for the SALICON Challenge on CodaLab. Participants are recommended but not restricted to train their algorithms on the SALICON dataset with all available annotations, including fixations, instances and captions. Please specify any use of external data for training in the “method description” field when uploading results to the evaluation server. Both results on the validation and test sets are encouraged to be submitted to the evaluation server. The results will be public and used for performance diagnosis and visualization.
3. Tools and Instructions
Please follow the instructions in download, evaluation and upload for the data format and the best practice to upload results. The SALICON API and Evaluation Tools are released. The software provides the evaluation API and most common metrics, including AUC, Shuffled AUC, NSS and CC for algorithm development. The MATLAB version of these metrics can be found at the MIT saliency benchmark.
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Provider{getScript(){return"!function(f,b,e,v,n,t,s){if(f.fbq)return;n=f.fbq=function(){n.callMethod?n.callMethod.apply(n,arguments):n.queue.push(arguments)};if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0;t.src=v;s=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)}(window, document,'script','https://connect.facebook.net/en_US/fbevents.js');"}init(e){window.fbq&&window.fbq("init",e)}onPixelEvent(e,t){const n=this.selectPixelEvents(e,t);n&&n.forEach((e=>{e&&(e.custom?window.fbq("trackSingleCustom",t,e.event):window.fbq("trackSingle",t,e.event))}))}isLoaded(e){return!!window.fbq&&window.fbq.getState&&window.fbq.getState(e)}}Facebook.scriptInjected=!1;class Outbrain extends Provider{getScript(){return`!function(_window, _document) { var OB_ADV_ID = ${JSON.stringify(this.keys)}; if (_window.obApi) { var toArray = function(object) { return Object.prototype.toString.call(object) === '[object Array]' ? object : [object]; }; _window.obApi.marketerId = toArray(_window.obApi.marketerId).concat(toArray(OB_ADV_ID)); return; } var api = _window.obApi = function() { api.dispatch ? api.dispatch.apply(api, arguments) : api.queue.push(arguments); }; api.version = '1.1'; api.loaded = true; api.marketerId = OB_ADV_ID; api.queue = []; var tag = _document.createElement('script'); tag.async = true; tag.src = '//amplify.outbrain.com/cp/obtp.js'; tag.type = 'text/javascript'; var script = _document.getElementsByTagName('script')[0]; script.parentNode.insertBefore(tag, script); }(window, document);`}init(e){}onPixelEvent(e,t){const n=this.selectPixelEvents(e,t);n&&n.forEach((e=>{e&&window.obApi("track",e.event)}))}isLoaded(e){return!!window.obApi}}Outbrain.scriptInjected=!1;class Revcontent extends Provider{getScript(){return"var script=document.createElement('script');script.src='https://assets.revcontent.com/master/rev.js';document.head.appendChild(script);"}init(e){}onPixelEvent(e,t){const n=this.selectPixelEvents(e,t);n&&n.forEach((e=>{e&&window.rev("event",e.event)}))}isLoaded(e){return!!window.rev}}Revcontent.scriptInjected=!1;class Taboola extends Provider{getScript(){return`window._tfa = window._tfa || [];!function (t, f, a, x) {if (!document.getElementById(x)) {t.async = 1;t.src = a;t.id=x;f.parentNode.insertBefore(t, f);}}(document.createElement('script'),document.getElementsByTagName('script')[0],'//cdn.taboola.com/libtrc/unip/${this.keys[0]}/tfa.js','tb_tfa_script');`}init(e){}onPixelEvent(e,t){const n=this.selectPixelEvents(e,t);n&&n.forEach((e=>{if(e){const n=parseInt(t,10);window._tfa.push({notify:"event",name:e.event,id:n})}}))}isLoaded(e){return Array.isArray(window._tfa)}}Taboola.scriptInjected=!1;class Tiktok extends Provider{getScript(){return'!function (w, d, t) {w.TiktokAnalyticsObject=t;var ttq=w[t]=w[t]||[];ttq.methods=["page","track","identify","instances","debug","on","off","once","ready","alias","group","enableCookie","disableCookie"],ttq.setAndDefer=function(t,e){t[e]=function(){t.push([e].concat(Array.prototype.slice.call(arguments,0)))}};for(var i=0;i{e&&window.ttq.instance(t).track(e.event)}))}isLoaded(){return!!window.ttq}}Tiktok.scriptInjected=!1;class GoogleAds extends Provider{getScript(){return`var s=document.createElement('script');s.async=1;s.src='https://www.googletagmanager.com/gtag/js?id=${this.keys[0]}';document.head.appendChild(s);window.dataLayer=window.dataLayer||[];function gtag(){dataLayer.push(arguments)}gtag('set','allow_ad_personalization_signals',false);gtag('js',new Date);`}init(e){window.gtag&&window.gtag("config",e)}onPixelEvent(e,t){const n=this.selectPixelEvents(e,t);n&&n.forEach((e=>{e&&window.gtag("event","conversion",{send_to:`${t}/${e.event}`})}))}isLoaded(e){return!!window.gtag}}GoogleAds.scriptInjected=!1;const ADS_PARAM$1=CAFKey,MESSAGE_PREFIX="FSXDC,.aCS:",ALLOWED_ORIGINS=["https://www.google.com","https://www.adsensecustomsearchads.com","https://syndicatedsearch.goog","https://googleadservices.com"];class Pixels{static build(e){const t=unpackPHPArrayObject(e,"pixel_tracking_data");if(t)return t.useAltTikTokEventsForAdsPlatformUser=e.is_ads,new Pixels(t)}constructor(e){this.onPixelEvent=e=>{const{detail:{type:t}}=e;switch(t){case"visit":case"ctr":case"click":this.providers.forEach((e=>e.handlePixelEvent(t)))}},this.providers=[],e.facebook&&Object.keys(e.facebook).forEach((t=>{this.providers.push(new Facebook({[t]:e.facebook[t]}))})),e.tiktok&&Object.keys(e.tiktok).forEach((t=>{this.providers.push(new Tiktok({[t]:e.tiktok[t]}))})),e.taboola&&Object.keys(e.taboola).forEach((t=>{this.providers.push(new Taboola({[t]:e.taboola[t]}))})),e.revcontent&&Object.keys(e.revcontent).forEach((t=>{this.providers.push(new Revcontent({[t]:e.revcontent[t]}))})),e.outbrain&&this.providers.push(new Outbrain(e.outbrain)),e.googleads&&Object.keys(e.googleads).forEach((t=>{this.providers.push(new GoogleAds({[t]:e.googleads[t]}))}))}listenForEvents(){document.addEventListener("pixel",(e=>{this.onPixelEvent(e)}));window.onmessage=e=>{const{origin:t,data:n}=e;ALLOWED_ORIGINS.includes(t)&&"string"==typeof n&&(null==n?void 0:n.startsWith(MESSAGE_PREFIX))&&new URLSearchParams(window.location.search).has(ADS_PARAM$1)&&document.dispatchEvent(new CustomEvent("pixel",{detail:{type:"click"}}))}}listenForPixelEvents(){document.addEventListener("pixel",(e=>{this.onPixelEvent(e)}))}dispatchEvent(e){document.dispatchEvent(new CustomEvent("pixel",{detail:e}))}}var State;!function(e){e[e.Pending=0]="Pending",e[e.Loaded=1]="Loaded",e[e.Failure=2]="Failure",e[e.TimedOut=3]="TimedOut",e[e.Errored=4]="Errored"}(State||(State={}));const CAF_SCRIPT_SRC=`https://www.google.com/adsense/domains/caf.js?${GOOGLE_MV3_URL_PARAMS}`,TIMEOUT_SCRIPTS=Number(GOOGLE_CAF_TIMEOUT_SCRIPTS),TIMEOUT_CALLBACKS=Number(GOOGLE_CAF_TIMEOUT_CALLBACKS);class StateMachine{constructor(){this.state=State.Pending}transitionTo(e){this.state=e}transitionFromPendingTo(e){this.done||(this.state=e)}get loaded(){return this.state===State.Loaded}get timedOut(){return this.state===State.TimedOut}get done(){return this.state!==State.Pending}}class Ads{constructor(e,t){this.state={script:new StateMachine,blocks:new StateMachine},this.blocksLoaded=[],this.injectScriptTags=()=>__awaiter(this,void 0,void 0,(function*(){return new Promise((e=>{const t=document.createElement("script");t.type="text/javascript",t.src=CAF_SCRIPT_SRC,t.addEventListener("load",(()=>e(!0))),t.addEventListener("error",(()=>e(!1))),document.body.appendChild(t),TIMEOUT_SCRIPTS>0&&setTimeout((()=>e(!1)),TIMEOUT_SCRIPTS)}))})),this.onPageLoaded=(e,t)=>{if(this.pageLoaded={requestAccepted:e,status:t},this.state.script.done)return;const n=null==t?void 0:t.error_code;n?(this.state.script.transitionTo(State.Failure),this.failureReason=`caf_pageloaderror_${n}`):this.state.script.transitionTo(State.Loaded)},this.onBlockLoaded=(e,t,n,i)=>{this.blocksLoaded.push({containerName:e,adsLoaded:t,isExperimentVariant:n,callbackOptions:i}),this.state.blocks.done||(t?this.state.blocks.transitionTo(State.Loaded):this.blocksLoaded.length>=this.blocks.length&&(this.state.blocks.transitionTo(State.Failure),this.failureReason=`caf_adloadfail_${e}`))},this.onTimeout=()=>{this.state.script.transitionFromPendingTo(State.TimedOut),this.state.blocks.transitionFromPendingTo(State.TimedOut)},this.blocks=e,this.options=t}get loaded(){return this.state.script.loaded&&!this.blocksLoaded.map((e=>e.adsLoaded)).includes(!1)}waitForBlocks(){return __awaiter(this,void 0,void 0,(function*(){return new Promise((e=>{const t=()=>{const n=performance.now();if(this.state.blocks.done)return this.cafLoadTime=Math.round(n-this.cafStartTime),void e();const i=this.blocksLoaded.map((e=>e.adsLoaded));i.includes(!1)||i.length>=this.blocks.length?e():setTimeout(t,50)};t()}))}))}inject(){return __awaiter(this,void 0,void 0,(function*(){try{const e=yield this.injectScriptTags();return this.cafStartTime=performance.now(),e&&void 0!==window.google?(new window.google.ads.domains.Caf(Object.assign(Object.assign({},this.options),{pageLoadedCallback:this.onPageLoaded,adLoadedCallback:this.onBlockLoaded}),...this.blocks),TIMEOUT_CALLBACKS>0&&setTimeout(this.onTimeout,TIMEOUT_CALLBACKS),yield new Promise((e=>{const t=()=>{this.state.script.done?e():setTimeout(t,10)};t()}))):void this.state.script.transitionTo(State.Failure)}catch(e){return void(this.error=e.toString())}}))}toCallbacks(){return{adLoadedCallback:this.blocksLoaded.slice(-1)[0],pageLoadedCallback:this.pageLoaded,cafTimedOut:this.state.script.timedOut||this.state.blocks.timedOut,cafLoadedMs:this.cafLoadTime,googleAdsFailure:!!this.failureReason}}toContext(){const e={cafScriptWasLoaded:this.state.script.loaded,cafScriptLoadTime:this.cafLoadTime,callbacks:this.toCallbacks};return this.error&&(e.js_error={message:this.error}),this.state.script.loaded||(e.zeroclick={reason:"googleAdsFailure"}),e}mockFailedState(){this.state.blocks.transitionTo(State.Failure),this.state.script.transitionTo(State.Failure)}}class TagManager{constructor(e){this.injected=!1,this.identifier=e}inject(){if(this.injected)return;if(!this.identifier)return;if("TEST"===this.identifier)return;const e=document.createElement("script");e.setAttribute("src",`https://www.googletagmanager.com/gtag/js?id=${this.identifier}`),document.head.appendChild(e),this.track(),this.injected=!0}track(){this.push("js",new Date),this.push("config",this.identifier)}push(e,t){window.dataLayer||(window.dataLayer=[]),window.dataLayer.push(arguments)}}const ADS_PARAM=CAFKey,ADS_TRACKING_URL="_tr",BLOCKS_TYPE="ads",BLOCKS_CONTAINER="rs",KNOWN_CAF_PARAMS=["caf","query","afdToken","pcsa","nb","nm","nx","ny","is","clkt"];class Google{static build({pageOptions:e,preferredLanguage:t,blocks:n,googleAnalytics:i},s,a,o){let r={};e&&(r=Object.assign({},e),r.hl||(r.hl=t));let d=null==e?void 0:e.resultsPageBaseUrl;d||(d=window.location.origin);return new Google(s.uuid,n,r,i,d,o)}constructor(e,t,n,i,s,a){this._blocks=t,this._pageOptions=n,this.uuid=e,this._baseURL=new URL(s),this._signature=a,this.ads=new Ads(this.blocks,this.pageOptions),this.tagManager=new TagManager(i)}injectTagManager(){this.tagManager.inject()}injectAds(){return __awaiter(this,void 0,void 0,(function*(){yield this.ads.inject()}))}waitForBlocks(){return __awaiter(this,void 0,void 0,(function*(){return this.ads.waitForBlocks()}))}get blocks(){return(this._blocks||[]).filter((e=>this.wantsToServeAds?e.type===BLOCKS_TYPE:e.container===BLOCKS_CONTAINER)).map((e=>{const t=this.baseURL;new URLSearchParams(window.location.search).forEach(((e,n)=>{t.searchParams.has(n)||t.searchParams.append(n,e)}));const n=Object.assign({},e);if(n.resultsPageBaseUrl=t.toString(),this.wantsToServeAds){const e=new URLSearchParams;e.append("click","true"),e.append("session",this.uuid);const t=Object.assign({},this._signature);delete t.ad_loaded_callback,delete t.caf_loaded_ms,delete t.caf_timed_out,delete t.flex_rule,delete t.frame,delete t.js_error,delete t.no_ads_redirect,delete t.page_headers,delete t.page_request,delete t.page_loaded_callback,delete t.popup,delete t.screen_resolution,delete t.user_has_ad_blocker,delete t.user_preference,delete t.user_supports_darkmode,delete t.user_using_darkmode,delete t.zeroclick,e.append("signature",encode(t)),n.clicktrackUrl=`${TRACKING_DOMAIN}${ADS_TRACKING_URL}?${e.toString()}`}return n}))}get baseURL(){const e=new URL(this._baseURL.origin);return e.searchParams.append(ADS_PARAM,"1"),this._baseURL.searchParams.forEach(((t,n)=>{e.searchParams.append(n,t)})),e}get pageOptions(){const e=Object.assign({},this._pageOptions);return Object.keys(this._pageOptions).forEach((t=>{t.startsWith("bodis")&&delete e[t]})),e}get cannotLoadAds(){return!this.ads.loaded}get wantsToServeAds(){return new URLSearchParams(window.location.search).has(ADS_PARAM)}get adsMode(){return this.ads.loaded&&this.wantsToServeAds}get adsReady(){return this.wantsToServeAds&&!this.cannotLoadAds}get noAdsRedirectUrl(){const e=new URLSearchParams(window.location.search);return KNOWN_CAF_PARAMS.forEach((t=>e.delete(t))),`${window.location.origin}?${e.toString()}`}get callbacks(){return this.ads.toCallbacks()}toContext(){return Object.assign({blocks:this.blocks,pageOptions:this.pageOptions},this.ads.toContext())}}class CookieConsentManager{constructor(){this.injectScriptTag=()=>__awaiter(this,void 0,void 0,(function*(){return new Promise((e=>{const t=document.createElement("script");t.setAttribute("src",COOKIE_CONSENT_JS_URL),t.addEventListener("load",(()=>this.awaitConsent(e))),t.addEventListener("error",(()=>e(!1))),document.head.appendChild(t)}))}))}inject(){return __awaiter(this,void 0,void 0,(function*(){this.injected||!COOKIE_CONSENT_JS_URL||isLocal()||(this.injected=yield this.injectScriptTag())}))}awaitConsent(e){let t=0;const n=setInterval((()=>{t+=1,20===t&&(clearInterval(n),e(!0)),void 0!==window.__tcfapi&&(window.addEventListener("ConsentActivity",(t=>{const{detail:{status:n}}=t;n&&e(!0)})),clearInterval(n))}),50)}}class Cheq{constructor(e){let t;if(t="string"==typeof e?parseInt(e,10):e,t<0||t>100)throw new Error("Load percentage must be between 0 and 100");this.loadPercentage=t}inject(e,t){return __awaiter(this,void 0,void 0,(function*(){if(this.injected)return;100*Math.random()<=this.loadPercentage&&(this.injected=this.injectScriptTag(e,t))}))}injectScriptTag(e,t){const n=document.createElement("script");return n.type="text/javascript",n.async=!0,n.setAttribute("src","https://ob.forseasky.com/i/148870ae21863d775c347e8893c985af.js"),n.setAttribute("data-ch","cheq4ppc"),n.setAttribute("data-uvid",e),n.setAttribute("data-utm-campaign",t.toString()),n.className="ct_clicktrue_73521",document.head.appendChild(n),!0}}class App{main(){var e,t,n;return __awaiter(this,void 0,void 0,(function*(){if(this.parkResponse=decode(),this.findDomainResponse=yield getFindDomain(),!this.findDomainResponse)throw new Error("Domain failed to load.");this.pixels=Pixels.build(this.findDomainResponse),null===(e=this.pixels)||void 0===e||e.listenForEvents(),this.adblock=new Adblock,yield this.adblock.inject(),this.google=Google.build(this.findDomainResponse,this.parkResponse,this.adblock,buildSignature({context:this.context,callbacks:null===(t=this.google)||void 0===t?void 0:t.callbacks},"click")),this.google.injectTagManager();const i=Parking.build(this.findDomainResponse,this.google);Render.prerender(i);const s=(null===(n=this.findDomainResponse)||void 0===n?void 0:n.referral)?AFD_REFERRAL_CHEQ_LOAD_PERCENTAGE:AFD_ORGANIC_CHEQ_LOAD_PERCENTAGE;this.cheq=new Cheq(s),this.cheq.inject(this.parkResponse.uuid,this.findDomainResponse.userId),this.cookieConsentManager=new CookieConsentManager,yield this.cookieConsentManager.inject();let a=Failed.cannotPark(this.findDomainResponse);if(a)return void(yield this.transitionToFailed(a,i));yield this.google.injectAds();let o=Disabled.build(this.findDomainResponse,this.adblock.state);if(o)return void(yield this.transitionToDisabled(o,i));const r=this.adblock.hasAdblocker();r&&this.adblock.handleAdblocked();const d=Sales.build(this.findDomainResponse);if(d)return void(yield this.transitionToSales(d));this.eligibleForZeroClick&&(this.zeroClickResponse=yield getZeroClick(this.context));const c=Redirect.build(this.findDomainResponse,this.zeroClickResponse,this.google);if(c)yield this.transitionToRedirect(c);else{if(r)return o=Disabled.build(this.findDomainResponse,this.adblock.state),void(yield this.transitionToDisabled(o,i));a=Failed.noSponsors(this.google),a?yield this.transitionToFailed(a,i):yield this.transitionToParking(i)}}))}transitionToParking(e){return __awaiter(this,void 0,void 0,(function*(){this.state=e,Render.template(e),Render.revealPage(),yield this.google.waitForBlocks(),yield this.track()}))}transitionToRedirect(e){return __awaiter(this,void 0,void 0,(function*(){this.state=e;const t=this.track();Render.revealPage(),yield waiter(e.delay,(e=>Render.loading(e))),yield t,window.location.href=e.url,log(`➡ Redirecting [${e.url}]`)}))}transitionToFailed(e,t){return __awaiter(this,void 0,void 0,(function*(){this.state=e,Render.message(e.message),Render.injectJS(t.javascript),Render.revealPage(),yield this.track()}))}transitionToSales(e){return __awaiter(this,void 0,void 0,(function*(){this.state=e,e.init(this.context),yield this.track()}))}transitionToDisabled(e,t){return __awaiter(this,void 0,void 0,(function*(){this.state=e,Render.message(e.message),Render.injectJS(t.javascript),"adblocker"===e.reason&&t.bannerAdblockerOnly&&Render.revealSalesBanner(),Render.revealPage(),yield this.track()}))}track(){var e;return __awaiter(this,void 0,void 0,(function*(){if(!this.state.track)return Promise.resolve();try{const t=this.state.trackingType;return null===(e=this.pixels)||void 0===e||e.dispatchEvent({type:t}),trackVisit({context:this.context,callbacks:this.google.callbacks},t)}catch(e){return}}))}get eligibleForZeroClick(){const{cannotPark:e,canZeroClick:t,zeroClick:n}=this.findDomainResponse,{cannotLoadAds:i,wantsToServeAds:s}=this.google;return this.adblock.state!==Blocking.BLOCKED&&(!!t&&(!!e||(!(!i||s)||!!(null==n?void 0:n.reason))))}get context(){var e,t,n,i;const s=this.findDomainResponse,a=this.parkResponse,o=null===(e=this.state)||void 0===e?void 0:e.toContext(),r=null===(t=this.adblock)||void 0===t?void 0:t.toContext(),d=null===(n=this.google)||void 0===n?void 0:n.toContext(),c=browserState(),l=Object.assign(Object.assign({},null===(i=this.findDomainResponse)||void 0===i?void 0:i.zeroClick),this.zeroClickResponse);return Object.assign(Object.assign(Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({app_version:APP_VERSION},s),a),r),d),o),c),{zeroClick:l})}init(){return __awaiter(this,void 0,void 0,(function*(){try{window.__parkour=this,yield this.main()}catch(e){console.error("app",e);const t=Failed.fromError(e);this.state=t,Render.message(t.message),Render.revealPage()}}))}}(new App).init(),exports.App=App}));