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deepface | null | 0.510464 | 0.32721 | 0.399528 | 0.345444 | 0.501869 | 0.549049 | 0.510464 | {"anger":{"anger":375,"disgust":232,"fear":44,"happiness":166,"neutral":295,"sadness":255,"surprise":213,"INVALID":0},"disgust":{"anger":10,"disgust":11,"fear":2,"happiness":16,"neutral":7,"sadness":17,"surprise":3,"INVALID":0},"fear":{"anger":62,"disgust":70,"fear":53,"happiness":196,"neutral":228,"sadness":258,"surprise":233,"INVALID":0},"happiness":{"anger":235,"disgust":158,"fear":146,"happiness":4477,"neutral":304,"sadness":440,"surprise":235,"INVALID":0},"neutral":{"anger":100,"disgust":262,"fear":60,"happiness":712,"neutral":1857,"sadness":714,"surprise":505,"INVALID":0},"sadness":{"anger":76,"disgust":139,"fear":38,"happiness":362,"neutral":499,"sadness":759,"surprise":132,"INVALID":0},"surprise":{"anger":9,"disgust":5,"fear":12,"happiness":28,"neutral":14,"sadness":17,"surprise":298,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0,"INVALID":0}} | {"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_refused":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_not_listed":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0}} | 0.306498 | 0.02333 | 0.072852 | 0.749163 | 0.500944 | 0.339978 | 0.297702 | 0.237342 | 0.166667 | 0.048182 | 0.746789 | 0.441093 | 0.378554 | 0.778068 | 0.432526 | 0.012543 | 0.149296 | 0.751553 | 0.579588 | 0.308537 | 0.184064 | 0 | 0 | 0 | 322.92 | 0.0897 | 0.021052 | 0.012043 | 0.02 | null | |
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qwen3-vl:8b-instruct | discrete | 0.75898 | 0.598045 | 0.61972 | 0.638043 | 0.752112 | 0.769304 | 0.75898 | {"anger":{"anger":730,"disgust":308,"fear":61,"happiness":34,"neutral":112,"sadness":115,"surprise":35,"INVALID":0},"disgust":{"anger":12,"disgust":58,"fear":4,"happiness":11,"neutral":4,"sadness":39,"surprise":4,"INVALID":0},"fear":{"anger":46,"disgust":40,"fear":161,"happiness":12,"neutral":94,"sadness":154,"surprise":183,"INVALID":0},"happiness":{"anger":32,"disgust":66,"fear":42,"happiness":5253,"neutral":67,"sadness":108,"surprise":42,"INVALID":0},"neutral":{"anger":21,"disgust":207,"fear":8,"happiness":496,"neutral":2525,"sadness":272,"surprise":143,"INVALID":0},"sadness":{"anger":10,"disgust":155,"fear":17,"happiness":52,"neutral":282,"sadness":1732,"surprise":29,"INVALID":0},"surprise":{"anger":16,"disgust":43,"fear":62,"happiness":99,"neutral":120,"sadness":39,"surprise":1183,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":1,"surprise":0,"INVALID":0}} | {"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":1,"surprise":0},"emotion_refused":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_not_listed":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0}} | 0.645447 | 0.114965 | 0.308134 | 0.908274 | 0.734439 | 0.731265 | 0.743791 | 0.523297 | 0.439394 | 0.233333 | 0.936364 | 0.687636 | 0.76065 | 0.757362 | 0.841984 | 0.066135 | 0.453521 | 0.88182 | 0.788077 | 0.704065 | 0.730698 | 1 | 0 | 0 | 14,509.93 | 4.030536 | 0.94595 | 0.156328 | 0.88 | simple | |
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llava:7b | discrete | 0.492796 | 0.416175 | 0.534401 | 0.376298 | 0.538277 | 0.6647 | 0.492796 | {"anger":{"anger":289,"disgust":35,"fear":6,"happiness":12,"neutral":28,"sadness":22,"surprise":13,"INVALID":0},"disgust":{"anger":105,"disgust":185,"fear":17,"happiness":39,"neutral":58,"sadness":74,"surprise":49,"INVALID":0},"fear":{"anger":61,"disgust":13,"fear":72,"happiness":18,"neutral":17,"sadness":119,"surprise":90,"INVALID":0},"happiness":{"anger":26,"disgust":18,"fear":24,"happiness":3443,"neutral":86,"sadness":29,"surprise":70,"INVALID":0},"neutral":{"anger":160,"disgust":294,"fear":77,"happiness":1379,"neutral":2153,"sadness":616,"surprise":728,"INVALID":0},"sadness":{"anger":27,"disgust":98,"fear":17,"happiness":195,"neutral":359,"sadness":1128,"surprise":82,"INVALID":0},"surprise":{"anger":28,"disgust":23,"fear":54,"happiness":90,"neutral":13,"sadness":10,"surprise":289,"INVALID":0},"INVALID":{"anger":171,"disgust":211,"fear":88,"happiness":781,"neutral":490,"sadness":462,"surprise":298,"INVALID":0}} | {"wrong_format":{"anger":129,"disgust":159,"fear":71,"happiness":679,"neutral":382,"sadness":362,"surprise":218},"emotion_refused":{"anger":6,"disgust":10,"fear":2,"happiness":26,"neutral":18,"sadness":21,"surprise":12},"emotion_not_listed":{"anger":36,"disgust":42,"fear":15,"happiness":76,"neutral":90,"sadness":79,"surprise":68}} | 0.454403 | 0.263533 | 0.193289 | 0.713353 | 0.500058 | 0.51672 | 0.271872 | 0.71358 | 0.351044 | 0.184615 | 0.931548 | 0.398188 | 0.591815 | 0.57002 | 0.333333 | 0.210946 | 0.202817 | 0.577975 | 0.671973 | 0.458537 | 0.178505 | 2,000 | 95 | 0 | 6,144.45 | 1.706792 | 0.400577 | 0.134639 | 0.35 | hierarchical | |
qwen3-vl:4b-instruct | discrete | 0.699068 | 0.528926 | 0.594365 | 0.563305 | 0.686096 | 0.74544 | 0.699068 | {"anger":{"anger":697,"disgust":215,"fear":79,"happiness":34,"neutral":57,"sadness":136,"surprise":75,"INVALID":0},"disgust":{"anger":73,"disgust":205,"fear":34,"happiness":42,"neutral":13,"sadness":209,"surprise":52,"INVALID":0},"fear":{"anger":17,"disgust":10,"fear":138,"happiness":8,"neutral":8,"sadness":41,"surprise":516,"INVALID":0},"happiness":{"anger":36,"disgust":57,"fear":47,"happiness":5058,"neutral":61,"sadness":89,"surprise":80,"INVALID":0},"neutral":{"anger":26,"disgust":234,"fear":25,"happiness":727,"neutral":2812,"sadness":422,"surprise":589,"INVALID":0},"sadness":{"anger":17,"disgust":155,"fear":23,"happiness":61,"neutral":251,"sadness":1562,"surprise":56,"INVALID":0},"surprise":{"anger":1,"disgust":1,"fear":9,"happiness":27,"neutral":2,"sadness":1,"surprise":251,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0,"INVALID":0}} | {"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_refused":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_not_listed":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0}} | 0.64537 | 0.272425 | 0.252516 | 0.888538 | 0.69959 | 0.681352 | 0.26269 | 0.539056 | 0.326433 | 0.186992 | 0.931835 | 0.581593 | 0.735059 | 0.859589 | 0.803922 | 0.233751 | 0.388732 | 0.849085 | 0.877653 | 0.634959 | 0.155034 | 0 | 0 | 0 | 6,357.13 | 1.765869 | 0.414442 | 0.098916 | 0.33 | hierarchical | |
gemma3:12b-it-q4_K_M | discrete | 0.587457 | 0.440365 | 0.448069 | 0.442301 | 0.577072 | 0.573312 | 0.587457 | {"anger":{"anger":459,"disgust":120,"fear":37,"happiness":38,"neutral":94,"sadness":150,"surprise":25,"INVALID":0},"disgust":{"anger":45,"disgust":107,"fear":15,"happiness":66,"neutral":26,"sadness":88,"surprise":63,"INVALID":0},"fear":{"anger":39,"disgust":9,"fear":80,"happiness":12,"neutral":6,"sadness":89,"surprise":130,"INVALID":0},"happiness":{"anger":132,"disgust":198,"fear":70,"happiness":4948,"neutral":638,"sadness":386,"surprise":149,"INVALID":0},"neutral":{"anger":42,"disgust":123,"fear":46,"happiness":296,"neutral":1426,"sadness":272,"surprise":444,"INVALID":0},"sadness":{"anger":38,"disgust":232,"fear":33,"happiness":162,"neutral":748,"sadness":1355,"surprise":172,"INVALID":0},"surprise":{"anger":112,"disgust":88,"fear":74,"happiness":435,"neutral":266,"sadness":120,"surprise":636,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0,"INVALID":0}} | {"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_refused":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_not_listed":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0}} | 0.512849 | 0.166278 | 0.222222 | 0.793076 | 0.487271 | 0.521154 | 0.379701 | 0.497291 | 0.260976 | 0.219178 | 0.758779 | 0.538316 | 0.494526 | 0.367418 | 0.529412 | 0.122007 | 0.225352 | 0.830619 | 0.445069 | 0.550813 | 0.392835 | 0 | 0 | 0 | 36,538.77 | 10.149658 | 2.382083 | 0.5431 | 1.89 | hierarchical | |
gemma3:4b-it-q4_K_M | discrete | 0.507399 | 0.35149 | 0.466684 | 0.362877 | 0.489462 | 0.568802 | 0.507399 | {"anger":{"anger":363,"disgust":45,"fear":52,"happiness":13,"neutral":4,"sadness":37,"surprise":13,"INVALID":0},"disgust":{"anger":88,"disgust":51,"fear":16,"happiness":55,"neutral":14,"sadness":59,"surprise":96,"INVALID":0},"fear":{"anger":59,"disgust":4,"fear":80,"happiness":33,"neutral":8,"sadness":76,"surprise":209,"INVALID":0},"happiness":{"anger":86,"disgust":118,"fear":56,"happiness":4008,"neutral":378,"sadness":211,"surprise":303,"INVALID":0},"neutral":{"anger":124,"disgust":361,"fear":74,"happiness":1294,"neutral":1869,"sadness":701,"surprise":603,"INVALID":0},"sadness":{"anger":145,"disgust":298,"fear":71,"happiness":551,"neutral":930,"sadness":1375,"surprise":355,"INVALID":0},"surprise":{"anger":2,"disgust":0,"fear":5,"happiness":3,"neutral":1,"sadness":1,"surprise":37,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":1,"happiness":0,"neutral":0,"sadness":0,"surprise":3,"INVALID":0}} | {"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_refused":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_not_listed":{"anger":0,"disgust":0,"fear":1,"happiness":0,"neutral":0,"sadness":0,"surprise":3}} | 0.520803 | 0.08121 | 0.194175 | 0.721058 | 0.454192 | 0.444624 | 0.044365 | 0.688805 | 0.134565 | 0.170576 | 0.776744 | 0.371866 | 0.369128 | 0.755102 | 0.418685 | 0.058153 | 0.225352 | 0.672822 | 0.583333 | 0.558943 | 0.022854 | 0 | 0 | 0 | 7,112.23 | 1.975619 | 0.46367 | 0.202266 | 0.34 | hierarchical |
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