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Benchmarks
Pain Recognition on AI4Pain (test)
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0.5569
Accuracy
Transformer
0.394764
0.436857
0.47895
0.521043
Apr 13, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Transformer
Modality=Video & fNIRS...
2026.04
0.5569
Transformer
Modality=Video, Featur...
2026.04
0.55
Transformer
Modality=Video, Featur...
2026.04
0.5367
ENS
Modality=fNIRS, Featur...
2026.04
0.5366
Transformer
Modality=fNIRS, Featur...
2026.04
0.526
CNN-Transformer
Modality=Video & fNIRS...
2026.04
0.5133
Lightweight Transformer
Modality=fNIRS, Featur...
2026.04
0.5
2D CNN
Modality=Video, Featur...
2026.04
0.49
Transformer
Modality=Video & fNIRS...
2026.04
0.4667
SVM
Modality=fNIRS, Featur...
2026.04
0.433
SVM
Modality=Video & fNIRS...
2026.04
0.417
SVM
Modality=Video, Featur...
2026.04
0.401
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