model_name
string | output_method
string | accuracy
float64 | macro_f1
float64 | macro_precision
float64 | macro_recall
float64 | weighted_f1
float64 | weighted_precision
float64 | weighted_recall
float64 | confusion_matrix_json
string | invalid_counts_json
string | f1_anger
float64 | f1_disgust
float64 | f1_fear
float64 | f1_happiness
float64 | f1_neutral
float64 | f1_sadness
float64 | f1_surprise
float64 | precision_anger
float64 | precision_disgust
float64 | precision_fear
float64 | precision_happiness
float64 | precision_neutral
float64 | precision_sadness
float64 | precision_surprise
float64 | recall_anger
float64 | recall_disgust
float64 | recall_fear
float64 | recall_happiness
float64 | recall_neutral
float64 | recall_sadness
float64 | recall_surprise
float64 | wrong_format
int64 | emotion_refused
int64 | emotion_not_listed
int64 | total_time
float64 | total_time_hours
float64 | mean_time
float64 | response_time_std
float64 | response_time_mode
float64 | tie_counts_json
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
deepface
|
method
| 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
| |
llava:13b
|
discrete
| 0.475129
| 0.426525
| 0.542604
| 0.390312
| 0.526043
| 0.694171
| 0.475129
|
{"anger":{"anger":315,"disgust":43,"fear":18,"happiness":17,"neutral":22,"sadness":30,"surprise":13,"INVALID":0},"disgust":{"anger":87,"disgust":219,"fear":17,"happiness":58,"neutral":66,"sadness":97,"surprise":45,"INVALID":0},"fear":{"anger":7,"disgust":1,"fear":14,"happiness":5,"neutral":6,"sadness":66,"surprise":11,"INVALID":0},"happiness":{"anger":14,"disgust":1,"fear":19,"happiness":2671,"neutral":43,"sadness":13,"surprise":6,"INVALID":0},"neutral":{"anger":99,"disgust":242,"fear":32,"happiness":1951,"neutral":2243,"sadness":621,"surprise":357,"INVALID":0},"sadness":{"anger":17,"disgust":52,"fear":4,"happiness":72,"neutral":158,"sadness":931,"surprise":21,"INVALID":0},"surprise":{"anger":124,"disgust":83,"fear":169,"happiness":305,"neutral":83,"sadness":132,"surprise":895,"INVALID":0},"INVALID":{"anger":204,"disgust":236,"fear":82,"happiness":878,"neutral":583,"sadness":570,"surprise":271,"INVALID":0}}
|
{"wrong_format":{"anger":176,"disgust":178,"fear":68,"happiness":721,"neutral":448,"sadness":389,"surprise":207},"emotion_refused":{"anger":6,"disgust":5,"fear":0,"happiness":21,"neutral":22,"sadness":13,"surprise":4},"emotion_not_listed":{"anger":22,"disgust":53,"fear":14,"happiness":136,"neutral":113,"sadness":168,"surprise":60}}
| 0.475472
| 0.298772
| 0.060215
| 0.612334
| 0.512744
| 0.501211
| 0.524927
| 0.687773
| 0.371817
| 0.127273
| 0.965305
| 0.404509
| 0.741833
| 0.499721
| 0.363322
| 0.249715
| 0.039437
| 0.44838
| 0.700062
| 0.378455
| 0.55281
| 2,187
| 71
| 0
| 32,011.67
| 8.892131
| 2.086946
| 0.505803
| 1.7
| |
minicpm-v:8b
|
discrete
| 0.303084
| 0.29754
| 0.426439
| 0.263177
| 0.384475
| 0.606171
| 0.303084
|
{"anger":{"anger":441,"disgust":220,"fear":61,"happiness":174,"neutral":217,"sadness":298,"surprise":78,"INVALID":0},"disgust":{"anger":5,"disgust":18,"fear":6,"happiness":9,"neutral":11,"sadness":46,"surprise":5,"INVALID":0},"fear":{"anger":19,"disgust":14,"fear":32,"happiness":31,"neutral":42,"sadness":99,"surprise":78,"INVALID":0},"happiness":{"anger":29,"disgust":33,"fear":29,"happiness":1967,"neutral":60,"sadness":72,"surprise":75,"INVALID":0},"neutral":{"anger":56,"disgust":171,"fear":28,"happiness":725,"neutral":1101,"sadness":473,"surprise":210,"INVALID":0},"sadness":{"anger":17,"disgust":48,"fear":18,"happiness":62,"neutral":126,"sadness":588,"surprise":38,"INVALID":0},"surprise":{"anger":35,"disgust":17,"fear":85,"happiness":205,"neutral":83,"sadness":108,"surprise":502,"INVALID":0},"INVALID":{"anger":265,"disgust":356,"fear":96,"happiness":2784,"neutral":1564,"sadness":776,"surprise":633,"INVALID":0}}
|
{"wrong_format":{"anger":163,"disgust":176,"fear":62,"happiness":1485,"neutral":784,"sadness":447,"surprise":380},"emotion_refused":{"anger":99,"disgust":178,"fear":34,"happiness":1296,"neutral":769,"sadness":323,"surprise":244},"emotion_not_listed":{"anger":3,"disgust":2,"fear":0,"happiness":3,"neutral":11,"sadness":6,"surprise":9}}
| 0.374363
| 0.036847
| 0.095522
| 0.478472
| 0.368968
| 0.350313
| 0.378297
| 0.296172
| 0.18
| 0.101587
| 0.868433
| 0.398336
| 0.655518
| 0.485024
| 0.508651
| 0.020525
| 0.090141
| 0.3302
| 0.343633
| 0.239024
| 0.310068
| 3,497
| 2,943
| 0
| 15,258.6
| 4.2385
| 0.994758
| 0.369856
| 0.8
| |
llava:7b
|
discrete
| 0.531456
| 0.440516
| 0.551434
| 0.412749
| 0.564529
| 0.691856
| 0.531456
|
{"anger":{"anger":319,"disgust":58,"fear":12,"happiness":6,"neutral":13,"sadness":26,"surprise":4,"INVALID":0},"disgust":{"anger":56,"disgust":89,"fear":13,"happiness":12,"neutral":12,"sadness":42,"surprise":19,"INVALID":0},"fear":{"anger":36,"disgust":15,"fear":36,"happiness":5,"neutral":14,"sadness":86,"surprise":17,"INVALID":0},"happiness":{"anger":18,"disgust":16,"fear":12,"happiness":3238,"neutral":41,"sadness":17,"surprise":45,"INVALID":0},"neutral":{"anger":94,"disgust":355,"fear":38,"happiness":1994,"neutral":2474,"sadness":693,"surprise":423,"INVALID":0},"sadness":{"anger":18,"disgust":84,"fear":13,"happiness":66,"neutral":213,"sadness":1090,"surprise":26,"INVALID":0},"surprise":{"anger":187,"disgust":101,"fear":181,"happiness":225,"neutral":68,"sadness":116,"surprise":906,"INVALID":0},"INVALID":{"anger":139,"disgust":159,"fear":50,"happiness":411,"neutral":369,"sadness":390,"surprise":179,"INVALID":0}}
|
{"wrong_format":{"anger":107,"disgust":106,"fear":38,"happiness":360,"neutral":277,"sadness":224,"surprise":124},"emotion_refused":{"anger":2,"disgust":2,"fear":0,"happiness":3,"neutral":5,"sadness":5,"surprise":2},"emotion_not_listed":{"anger":30,"disgust":51,"fear":12,"happiness":48,"neutral":87,"sadness":161,"surprise":53}}
| 0.488889
| 0.158929
| 0.12766
| 0.693065
| 0.533477
| 0.549118
| 0.532471
| 0.728311
| 0.366255
| 0.172249
| 0.956008
| 0.407511
| 0.721854
| 0.507848
| 0.367935
| 0.101482
| 0.101408
| 0.543562
| 0.77216
| 0.443089
| 0.559605
| 1,236
| 19
| 0
| 9,820.74
| 2.727983
| 0.640246
| 0.161269
| 0.59
| |
llava-phi3:3.8b
|
discrete
| 0.380142
| 0.316164
| 0.373686
| 0.282804
| 0.4441
| 0.550578
| 0.380142
|
{"anger":{"anger":264,"disgust":110,"fear":29,"happiness":59,"neutral":99,"sadness":119,"surprise":36,"INVALID":0},"disgust":{"anger":76,"disgust":106,"fear":20,"happiness":60,"neutral":114,"sadness":164,"surprise":47,"INVALID":0},"fear":{"anger":21,"disgust":7,"fear":9,"happiness":14,"neutral":30,"sadness":49,"surprise":35,"INVALID":0},"happiness":{"anger":42,"disgust":36,"fear":32,"happiness":3087,"neutral":152,"sadness":153,"surprise":100,"INVALID":0},"neutral":{"anger":88,"disgust":163,"fear":49,"happiness":754,"neutral":1001,"sadness":397,"surprise":214,"INVALID":0},"sadness":{"anger":34,"disgust":101,"fear":16,"happiness":138,"neutral":459,"sadness":683,"surprise":90,"INVALID":0},"surprise":{"anger":135,"disgust":104,"fear":130,"happiness":405,"neutral":363,"sadness":243,"surprise":681,"INVALID":0},"INVALID":{"anger":207,"disgust":250,"fear":70,"happiness":1440,"neutral":986,"sadness":652,"surprise":416,"INVALID":0}}
|
{"wrong_format":{"anger":179,"disgust":205,"fear":62,"happiness":1223,"neutral":767,"sadness":549,"surprise":338},"emotion_refused":{"anger":24,"disgust":37,"fear":6,"happiness":198,"neutral":175,"sadness":84,"surprise":61},"emotion_not_listed":{"anger":4,"disgust":8,"fear":2,"happiness":19,"neutral":44,"sadness":19,"surprise":17}}
| 0.333544
| 0.144809
| 0.034615
| 0.645883
| 0.341056
| 0.34313
| 0.370109
| 0.368715
| 0.180579
| 0.054545
| 0.857024
| 0.375469
| 0.449047
| 0.330422
| 0.304498
| 0.120867
| 0.025352
| 0.518214
| 0.312422
| 0.277642
| 0.42063
| 3,323
| 585
| 0
| 6,702.26
| 1.861739
| 0.436942
| 0.14864
| 0.4
| |
qwen3-vl:30b-a3b-instruct
|
discrete
| 0.756503
| 0.627703
| 0.642684
| 0.648975
| 0.756598
| 0.783284
| 0.756503
|
{"anger":{"anger":665,"disgust":206,"fear":44,"happiness":19,"neutral":43,"sadness":77,"surprise":13,"INVALID":0},"disgust":{"anger":42,"disgust":191,"fear":16,"happiness":31,"neutral":10,"sadness":78,"surprise":6,"INVALID":0},"fear":{"anger":60,"disgust":27,"fear":126,"happiness":16,"neutral":76,"sadness":101,"surprise":71,"INVALID":0},"happiness":{"anger":15,"disgust":46,"fear":29,"happiness":4866,"neutral":31,"sadness":77,"surprise":16,"INVALID":0},"neutral":{"anger":27,"disgust":226,"fear":10,"happiness":787,"neutral":2685,"sadness":352,"surprise":88,"INVALID":0},"sadness":{"anger":4,"disgust":73,"fear":16,"happiness":20,"neutral":112,"sadness":1651,"surprise":5,"INVALID":0},"surprise":{"anger":54,"disgust":108,"fear":114,"happiness":218,"neutral":247,"sadness":122,"surprise":1420,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":2,"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":2,"surprise":0}}
| 0.687694
| 0.305356
| 0.302885
| 0.881761
| 0.727741
| 0.760654
| 0.727832
| 0.623243
| 0.510695
| 0.264151
| 0.957874
| 0.643114
| 0.877725
| 0.621989
| 0.767013
| 0.217788
| 0.35493
| 0.816854
| 0.838015
| 0.671138
| 0.877085
| 0
| 0
| 0
| 14,540.64
| 4.039067
| 0.947952
| 0.16347
| 0.89
| |
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
| |
qwen3-vl:2b-thinking
|
discrete
| 0.623574
| 0.471903
| 0.521438
| 0.53233
| 0.617815
| 0.684547
| 0.623574
|
{"anger":{"anger":677,"disgust":348,"fear":69,"happiness":118,"neutral":224,"sadness":141,"surprise":42,"INVALID":0},"disgust":{"anger":0,"disgust":1,"fear":0,"happiness":0,"neutral":0,"sadness":1,"surprise":0,"INVALID":0},"fear":{"anger":38,"disgust":29,"fear":59,"happiness":41,"neutral":110,"sadness":71,"surprise":83,"INVALID":0},"happiness":{"anger":17,"disgust":7,"fear":23,"happiness":3924,"neutral":27,"sadness":26,"surprise":17,"INVALID":0},"neutral":{"anger":13,"disgust":132,"fear":7,"happiness":1134,"neutral":1581,"sadness":148,"surprise":93,"INVALID":0},"sadness":{"anger":31,"disgust":264,"fear":41,"happiness":418,"neutral":1093,"sadness":2020,"surprise":78,"INVALID":0},"surprise":{"anger":90,"disgust":91,"fear":151,"happiness":316,"neutral":162,"sadness":47,"surprise":1303,"INVALID":0},"INVALID":{"anger":1,"disgust":5,"fear":5,"happiness":6,"neutral":7,"sadness":6,"surprise":3,"INVALID":0}}
|
{"wrong_format":{"anger":1,"disgust":5,"fear":5,"happiness":6,"neutral":7,"sadness":6,"surprise":3},"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}}
| 0.54465
| 0.002275
| 0.150127
| 0.784957
| 0.500951
| 0.630757
| 0.6896
| 0.418159
| 0.5
| 0.136891
| 0.971047
| 0.508687
| 0.512041
| 0.603241
| 0.780854
| 0.00114
| 0.166197
| 0.658721
| 0.493446
| 0.821138
| 0.804818
| 33
| 0
| 0
| 28,246.84
| 7.846344
| 1.841505
| 1.53946
| 0.9
| |
qwen3-vl:4b-instruct
|
discrete
| 0.722994
| 0.581013
| 0.588419
| 0.596567
| 0.721535
| 0.737512
| 0.722994
|
{"anger":{"anger":713,"disgust":263,"fear":69,"happiness":44,"neutral":76,"sadness":160,"surprise":43,"INVALID":0},"disgust":{"anger":52,"disgust":157,"fear":22,"happiness":33,"neutral":4,"sadness":208,"surprise":15,"INVALID":0},"fear":{"anger":12,"disgust":17,"fear":86,"happiness":9,"neutral":17,"sadness":103,"surprise":62,"INVALID":0},"happiness":{"anger":25,"disgust":41,"fear":41,"happiness":4912,"neutral":35,"sadness":83,"surprise":78,"INVALID":0},"neutral":{"anger":26,"disgust":247,"fear":10,"happiness":766,"neutral":2631,"sadness":373,"surprise":297,"INVALID":0},"sadness":{"anger":11,"disgust":117,"fear":21,"happiness":108,"neutral":378,"sadness":1486,"surprise":19,"INVALID":0},"surprise":{"anger":28,"disgust":34,"fear":106,"happiness":84,"neutral":63,"sadness":42,"surprise":1105,"INVALID":0},"INVALID":{"anger":0,"disgust":1,"fear":0,"happiness":1,"neutral":0,"sadness":5,"surprise":0,"INVALID":0}}
|
{"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":1,"neutral":0,"sadness":5,"surprise":0},"emotion_refused":{"anger":0,"disgust":1,"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}}
| 0.638031
| 0.229532
| 0.260212
| 0.879341
| 0.696585
| 0.646087
| 0.7173
| 0.521199
| 0.319756
| 0.281046
| 0.941898
| 0.604828
| 0.694393
| 0.755814
| 0.822376
| 0.179019
| 0.242254
| 0.824576
| 0.821161
| 0.604065
| 0.68252
| 6
| 1
| 0
| 9,687.12
| 2.690867
| 0.631535
| 0.977483
| 0.51
| |
qwen3-vl:2b-instruct
|
discrete
| 0.65278
| 0.520233
| 0.569684
| 0.541817
| 0.653459
| 0.708081
| 0.65278
|
{"anger":{"anger":615,"disgust":109,"fear":51,"happiness":20,"neutral":13,"sadness":24,"surprise":10,"INVALID":0},"disgust":{"anger":12,"disgust":42,"fear":3,"happiness":4,"neutral":3,"sadness":20,"surprise":3,"INVALID":0},"fear":{"anger":61,"disgust":43,"fear":52,"happiness":26,"neutral":116,"sadness":131,"surprise":40,"INVALID":0},"happiness":{"anger":19,"disgust":29,"fear":29,"happiness":3950,"neutral":38,"sadness":69,"surprise":28,"INVALID":0},"neutral":{"anger":27,"disgust":253,"fear":15,"happiness":1529,"neutral":2339,"sadness":356,"surprise":210,"INVALID":0},"sadness":{"anger":22,"disgust":281,"fear":24,"happiness":86,"neutral":458,"sadness":1735,"surprise":39,"INVALID":0},"surprise":{"anger":98,"disgust":101,"fear":181,"happiness":321,"neutral":184,"sadness":104,"surprise":1280,"INVALID":0},"INVALID":{"anger":13,"disgust":19,"fear":0,"happiness":21,"neutral":53,"sadness":21,"surprise":9,"INVALID":0}}
|
{"wrong_format":{"anger":5,"disgust":3,"fear":0,"happiness":3,"neutral":12,"sadness":1,"surprise":2},"emotion_refused":{"anger":1,"disgust":0,"fear":0,"happiness":4,"neutral":17,"sadness":1,"surprise":1},"emotion_not_listed":{"anger":7,"disgust":16,"fear":0,"happiness":14,"neutral":24,"sadness":19,"surprise":6}}
| 0.719719
| 0.087137
| 0.126214
| 0.78071
| 0.589689
| 0.679726
| 0.658436
| 0.730404
| 0.482759
| 0.110874
| 0.949063
| 0.494608
| 0.655955
| 0.564125
| 0.709343
| 0.047891
| 0.146479
| 0.663085
| 0.730025
| 0.705285
| 0.790611
| 26
| 24
| 0
| 6,311.89
| 1.753303
| 0.411493
| 0.587138
| 0.37
| |
qwen3-vl:32b-instruct
|
discrete
| 0.723059
| 0.583612
| 0.600459
| 0.627563
| 0.730515
| 0.767407
| 0.723059
|
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| 0.554963
| 0.238055
| 0.248588
| 0.87344
| 0.699771
| 0.715054
| 0.755416
| 0.401235
| 0.449367
| 0.186704
| 0.955161
| 0.646142
| 0.796407
| 0.768199
| 0.899654
| 0.161916
| 0.371831
| 0.8046
| 0.763109
| 0.64878
| 0.743051
| 0
| 0
| 0
| 43,492.23
| 12.081175
| 2.835402
| 0.489611
| 2.53
| |
llava-llama3:8b
|
discrete
| 0.38125
| 0.321844
| 0.454792
| 0.271171
| 0.462261
| 0.62605
| 0.38125
|
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{"wrong_format":{"anger":244,"disgust":323,"fear":116,"happiness":1674,"neutral":1233,"sadness":861,"surprise":536},"emotion_refused":{"anger":19,"disgust":19,"fear":16,"happiness":73,"neutral":83,"sadness":55,"surprise":29},"emotion_not_listed":{"anger":1,"disgust":2,"fear":1,"happiness":6,"neutral":17,"sadness":11,"surprise":4}}
| 0.296053
| 0.123944
| 0.030252
| 0.658866
| 0.386426
| 0.386865
| 0.370501
| 0.515759
| 0.351064
| 0.0375
| 0.899245
| 0.465086
| 0.602234
| 0.312659
| 0.207612
| 0.075257
| 0.025352
| 0.519893
| 0.330524
| 0.284959
| 0.454602
| 4,987
| 294
| 0
| 15,725.58
| 4.368217
| 1.025202
| 0.680322
| 0.27
| |
gemma3:12b-it-q4_K_M
|
discrete
| 0.518482
| 0.376761
| 0.402844
| 0.404142
| 0.525389
| 0.580723
| 0.518482
|
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{"wrong_format":{"anger":0,"disgust":1,"fear":0,"happiness":1,"neutral":0,"sadness":0,"surprise":3},"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}}
| 0.37067
| 0.101852
| 0.122616
| 0.762425
| 0.404852
| 0.415371
| 0.459544
| 0.303835
| 0.270936
| 0.118734
| 0.867795
| 0.557808
| 0.32492
| 0.375884
| 0.475202
| 0.062714
| 0.126761
| 0.679872
| 0.317728
| 0.57561
| 0.591106
| 5
| 0
| 0
| 29,448.29
| 8.180081
| 1.919831
| 0.188361
| 1.86
| |
gemma3:4b-it-q4_K_M
|
discrete
| 0.520568
| 0.38021
| 0.501177
| 0.366683
| 0.51848
| 0.603581
| 0.520568
|
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{"wrong_format":{"anger":0,"disgust":1,"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":1,"disgust":1,"fear":1,"happiness":0,"neutral":0,"sadness":2,"surprise":2}}
| 0.443535
| 0.088235
| 0.139326
| 0.699669
| 0.474077
| 0.514364
| 0.302265
| 0.76338
| 0.182796
| 0.344444
| 0.867976
| 0.341793
| 0.495295
| 0.512555
| 0.312572
| 0.058153
| 0.087324
| 0.586033
| 0.773408
| 0.534959
| 0.21433
| 2
| 0
| 0
| 10,393.14
| 2.886983
| 0.677563
| 0.309777
| 0.58
| |
ministral-3:3b-instruct-2512-q4_K_M
|
discrete
| 0.181498
| 0.246294
| 0.509582
| 0.186619
| 0.266208
| 0.641502
| 0.181498
|
{"anger":{"anger":473,"disgust":131,"fear":50,"happiness":20,"neutral":60,"sadness":76,"surprise":28,"INVALID":0},"disgust":{"anger":10,"disgust":17,"fear":9,"happiness":3,"neutral":1,"sadness":26,"surprise":33,"INVALID":0},"fear":{"anger":3,"disgust":3,"fear":23,"happiness":1,"neutral":1,"sadness":45,"surprise":17,"INVALID":0},"happiness":{"anger":33,"disgust":15,"fear":31,"happiness":1354,"neutral":22,"sadness":122,"surprise":63,"INVALID":0},"neutral":{"anger":2,"disgust":6,"fear":3,"happiness":32,"neutral":75,"sadness":32,"surprise":25,"INVALID":0},"sadness":{"anger":5,"disgust":32,"fear":4,"happiness":3,"neutral":55,"sadness":446,"surprise":16,"INVALID":0},"surprise":{"anger":90,"disgust":12,"fear":61,"happiness":35,"neutral":8,"sadness":139,"surprise":396,"INVALID":0},"INVALID":{"anger":251,"disgust":661,"fear":174,"happiness":4509,"neutral":2982,"sadness":1574,"surprise":1041,"INVALID":0}}
|
{"wrong_format":{"anger":229,"disgust":603,"fear":165,"happiness":4061,"neutral":2593,"sadness":1511,"surprise":972},"emotion_refused":{"anger":22,"disgust":58,"fear":9,"happiness":448,"neutral":389,"sadness":63,"surprise":69},"emotion_not_listed":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0}}
| 0.554839
| 0.034836
| 0.102679
| 0.356456
| 0.044392
| 0.295266
| 0.335593
| 0.564439
| 0.171717
| 0.247312
| 0.82561
| 0.428571
| 0.795009
| 0.534413
| 0.545559
| 0.019384
| 0.064789
| 0.227296
| 0.023408
| 0.181301
| 0.244595
| 10,134
| 1,058
| 0
| 10,581.05
| 2.939181
| 0.689814
| 0.160089
| 0.58
| |
qwen3-vl:8b-instruct
|
continuous
| 0.728926
| 0.587697
| 0.627712
| 0.609896
| 0.727902
| 0.755576
| 0.728926
|
{"anger":{"anger":722,"disgust":214,"fear":64,"happiness":37,"neutral":79,"sadness":71,"surprise":24,"INVALID":0},"disgust":{"anger":9,"disgust":69,"fear":4,"happiness":12,"neutral":3,"sadness":25,"surprise":3,"INVALID":0},"fear":{"anger":25,"disgust":31,"fear":122,"happiness":15,"neutral":57,"sadness":75,"surprise":147,"INVALID":0},"happiness":{"anger":25,"disgust":46,"fear":34,"happiness":5047,"neutral":39,"sadness":75,"surprise":43,"INVALID":0},"neutral":{"anger":19,"disgust":208,"fear":7,"happiness":622,"neutral":2107,"sadness":175,"surprise":171,"INVALID":0},"sadness":{"anger":24,"disgust":246,"fear":25,"happiness":85,"neutral":738,"sadness":1961,"surprise":48,"INVALID":0},"surprise":{"anger":32,"disgust":39,"fear":86,"happiness":92,"neutral":58,"sadness":32,"surprise":1153,"INVALID":0},"INVALID":{"anger":11,"disgust":24,"fear":13,"happiness":47,"neutral":123,"sadness":46,"surprise":30,"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}}
| 0.694899
| 0.137725
| 0.295042
| 0.89597
| 0.647014
| 0.701987
| 0.741241
| 0.596201
| 0.552
| 0.258475
| 0.95065
| 0.636748
| 0.627119
| 0.772788
| 0.832757
| 0.078677
| 0.343662
| 0.847239
| 0.657615
| 0.797154
| 0.712168
| 0
| 0
| 0
| 21,002.64
| 5.834067
| 1.369231
| 0.213891
| 1.33
|
{"tie2": 201, "tie7": 82, "tie3": 11}
|
llava-phi3:3.8b
|
continuous
| 0.308234
| 0.25933
| 0.350792
| 0.218425
| 0.379198
| 0.520891
| 0.308234
|
{"anger":{"anger":242,"disgust":68,"fear":27,"happiness":40,"neutral":72,"sadness":94,"surprise":31,"INVALID":0},"disgust":{"anger":29,"disgust":13,"fear":1,"happiness":8,"neutral":9,"sadness":25,"surprise":10,"INVALID":0},"fear":{"anger":29,"disgust":26,"fear":17,"happiness":48,"neutral":71,"sadness":99,"surprise":43,"INVALID":0},"happiness":{"anger":32,"disgust":43,"fear":30,"happiness":2650,"neutral":158,"sadness":156,"surprise":108,"INVALID":0},"neutral":{"anger":101,"disgust":192,"fear":37,"happiness":766,"neutral":945,"sadness":475,"surprise":272,"INVALID":0},"sadness":{"anger":35,"disgust":83,"fear":17,"happiness":125,"neutral":251,"sadness":400,"surprise":73,"INVALID":0},"surprise":{"anger":129,"disgust":98,"fear":80,"happiness":470,"neutral":257,"sadness":235,"surprise":461,"INVALID":0},"INVALID":{"anger":270,"disgust":354,"fear":146,"happiness":1850,"neutral":1441,"sadness":976,"surprise":621,"INVALID":0}}
|
{"wrong_format":{"anger":111,"disgust":156,"fear":66,"happiness":974,"neutral":755,"sadness":437,"surprise":269},"emotion_refused":{"anger":46,"disgust":85,"fear":34,"happiness":503,"neutral":352,"sadness":229,"surprise":151},"emotion_not_listed":{"anger":14,"disgust":19,"fear":6,"happiness":101,"neutral":81,"sadness":54,"surprise":26}}
| 0.335878
| 0.026749
| 0.049419
| 0.58025
| 0.315421
| 0.232288
| 0.275306
| 0.421603
| 0.136842
| 0.051051
| 0.83412
| 0.338953
| 0.406504
| 0.266474
| 0.279123
| 0.014823
| 0.047887
| 0.444855
| 0.294944
| 0.162602
| 0.284744
| 2,768
| 1,400
| 0
| 20,325.1
| 5.645861
| 1.32506
| 0.991684
| 0.61
|
{"tie2": 898, "tie7": 238, "tie3": 41, "tie4": 9, "tie5": 2, "tie8": 1}
|
llava:7b
|
continuous
| 0.399113
| 0.307316
| 0.456312
| 0.289702
| 0.422312
| 0.61092
| 0.399113
|
{"anger":{"anger":155,"disgust":13,"fear":9,"happiness":8,"neutral":12,"sadness":17,"surprise":9,"INVALID":0},"disgust":{"anger":60,"disgust":49,"fear":17,"happiness":27,"neutral":17,"sadness":64,"surprise":29,"INVALID":0},"fear":{"anger":33,"disgust":10,"fear":14,"happiness":8,"neutral":5,"sadness":98,"surprise":24,"INVALID":0},"happiness":{"anger":32,"disgust":12,"fear":17,"happiness":2228,"neutral":74,"sadness":38,"surprise":69,"INVALID":0},"neutral":{"anger":167,"disgust":505,"fear":53,"happiness":2807,"neutral":2450,"sadness":981,"surprise":562,"INVALID":0},"sadness":{"anger":36,"disgust":57,"fear":25,"happiness":67,"neutral":182,"sadness":673,"surprise":41,"INVALID":0},"surprise":{"anger":183,"disgust":86,"fear":141,"happiness":272,"neutral":48,"sadness":136,"surprise":553,"INVALID":0},"INVALID":{"anger":201,"disgust":145,"fear":79,"happiness":540,"neutral":416,"sadness":453,"surprise":332,"INVALID":0}}
|
{"wrong_format":{"anger":46,"disgust":38,"fear":10,"happiness":227,"neutral":179,"sadness":107,"surprise":71},"emotion_refused":{"anger":3,"disgust":2,"fear":0,"happiness":8,"neutral":9,"sadness":1,"surprise":4},"emotion_not_listed":{"anger":21,"disgust":12,"fear":6,"happiness":50,"neutral":41,"sadness":19,"surprise":15}}
| 0.284404
| 0.085965
| 0.051188
| 0.528777
| 0.456706
| 0.380119
| 0.364055
| 0.695067
| 0.186312
| 0.072917
| 0.902024
| 0.325581
| 0.622572
| 0.389711
| 0.178777
| 0.055872
| 0.039437
| 0.374014
| 0.764669
| 0.273577
| 0.341569
| 678
| 27
| 0
| 21,253.61
| 5.903781
| 1.385593
| 0.75993
| 0.84
|
{"tie2": 1188, "tie3": 70, "tie7": 22, "tie4": 11, "tie5": 3, "tie6": 2, "tie8": 1}
|
minicpm-v:8b
|
continuous
| 0.085664
| 0.106302
| 0.392154
| 0.092118
| 0.130563
| 0.592946
| 0.085664
|
{"anger":{"anger":271,"disgust":150,"fear":72,"happiness":315,"neutral":232,"sadness":301,"surprise":158,"INVALID":0},"disgust":{"anger":4,"disgust":7,"fear":6,"happiness":37,"neutral":21,"sadness":33,"surprise":11,"INVALID":0},"fear":{"anger":10,"disgust":12,"fear":31,"happiness":61,"neutral":55,"sadness":91,"surprise":112,"INVALID":0},"happiness":{"anger":7,"disgust":12,"fear":7,"happiness":658,"neutral":7,"sadness":26,"surprise":21,"INVALID":0},"neutral":{"anger":12,"disgust":48,"fear":13,"happiness":237,"neutral":255,"sadness":111,"surprise":71,"INVALID":0},"sadness":{"anger":3,"disgust":4,"fear":0,"happiness":8,"neutral":9,"sadness":47,"surprise":4,"INVALID":0},"surprise":{"anger":4,"disgust":0,"fear":4,"happiness":15,"neutral":8,"sadness":4,"surprise":45,"INVALID":0},"INVALID":{"anger":556,"disgust":644,"fear":222,"happiness":4626,"neutral":2617,"sadness":1847,"surprise":1197,"INVALID":0}}
|
{"wrong_format":{"anger":308,"disgust":326,"fear":113,"happiness":2185,"neutral":1195,"sadness":1057,"surprise":610},"emotion_refused":{"anger":228,"disgust":296,"fear":93,"happiness":2269,"neutral":1317,"sadness":702,"surprise":530},"emotion_not_listed":{"anger":16,"disgust":12,"fear":6,"happiness":89,"neutral":60,"sadness":46,"surprise":26}}
| 0.229079
| 0.014056
| 0.085282
| 0.196565
| 0.129081
| 0.037081
| 0.052972
| 0.180787
| 0.058824
| 0.083333
| 0.891599
| 0.341365
| 0.626667
| 0.5625
| 0.312572
| 0.007982
| 0.087324
| 0.110458
| 0.079588
| 0.019106
| 0.027795
| 5,794
| 5,435
| 0
| 12,537.84
| 3.482733
| 0.817383
| 0.55137
| 0.24
|
{"tie2": 145, "tie3": 50, "tie7": 17, "tie4": 11, "tie6": 2}
|
qwen3-vl:2b-instruct
|
continuous
| 0.52096
| 0.46227
| 0.616971
| 0.442563
| 0.570691
| 0.749348
| 0.52096
|
{"anger":{"anger":652,"disgust":159,"fear":80,"happiness":34,"neutral":20,"sadness":64,"surprise":15,"INVALID":0},"disgust":{"anger":4,"disgust":9,"fear":0,"happiness":1,"neutral":0,"sadness":2,"surprise":0,"INVALID":0},"fear":{"anger":14,"disgust":10,"fear":17,"happiness":8,"neutral":17,"sadness":26,"surprise":13,"INVALID":0},"happiness":{"anger":15,"disgust":11,"fear":8,"happiness":2826,"neutral":4,"sadness":34,"surprise":12,"INVALID":0},"neutral":{"anger":38,"disgust":306,"fear":19,"happiness":1891,"neutral":2298,"sadness":493,"surprise":274,"INVALID":0},"sadness":{"anger":6,"disgust":84,"fear":10,"happiness":30,"neutral":95,"sadness":1212,"surprise":8,"INVALID":0},"surprise":{"anger":38,"disgust":35,"fear":131,"happiness":116,"neutral":32,"sadness":36,"surprise":977,"INVALID":0},"INVALID":{"anger":100,"disgust":263,"fear":90,"happiness":1051,"neutral":738,"sadness":593,"surprise":320,"INVALID":0}}
|
{"wrong_format":{"anger":3,"disgust":2,"fear":5,"happiness":5,"neutral":1,"sadness":19,"surprise":11},"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":1,"surprise":0}}
| 0.689582
| 0.020157
| 0.073913
| 0.63742
| 0.539247
| 0.620743
| 0.654826
| 0.636719
| 0.5625
| 0.161905
| 0.971134
| 0.432036
| 0.838754
| 0.715751
| 0.752018
| 0.010262
| 0.047887
| 0.4744
| 0.717228
| 0.492683
| 0.603459
| 46
| 0
| 0
| 10,426.14
| 2.89615
| 0.679714
| 1.234506
| 0.57
|
{"tie2": 1592, "tie7": 1024, "tie3": 362, "tie4": 100, "tie5": 23, "tie6": 7}
|
qwen3-vl:4b-instruct
|
continuous
| 0.666797
| 0.553428
| 0.607372
| 0.554463
| 0.680712
| 0.735639
| 0.666797
|
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|
gemma3:12b-it-q4_K_M
|
continuous
| 0.212661
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|
gemma3:4b-it-q4_K_M
|
continuous
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| 0
| 0.005602
| 0.005355
| 0.346732
| 0.051243
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|
llava:13b
|
hierarchical
| 0.367755
| 0.317158
| 0.51632
| 0.286013
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| 0.667648
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| 0.240572
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| 3.158797
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llava:13b
|
hierarchical
| 0.367755
| 0.317158
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qwen3-vl:8b-instruct
|
hierarchical
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qwen3-vl:2b-instruct
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hierarchical
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| 0.046371
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| 0.648618
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| 0.88608
| 0.697561
| 0.234095
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| 1.220911
| 0.286543
| 0.620413
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| |
llava-llama3:8b
|
hierarchical
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llava-phi3:3.8b
|
hierarchical
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llava:7b
|
hierarchical
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qwen3-vl:4b-instruct
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hierarchical
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gemma3:12b-it-q4_K_M
|
hierarchical
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gemma3:4b-it-q4_K_M
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hierarchical
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