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ResearchFormerly WizWand

Action Recognition on UCF101 (train-test)

99.6Top-1 AccuracyVideoMAE V2
55.50466.95278.489.848Sep 25, 2025
Updated 5mo ago

Evaluation results

MethodLinks
VideoMAE V2Evaluation Protocol=Non-interpretable2025.0999.6
MoTIF-STBackbone=PE-G/142025.0998.4
MoTIFBackbone=PE-G/142025.0998
MoTIFBackbone=PE-G/142025.0998
PE-G/14Evaluation Protocol=Global CBM, Backbone=G/142025.0997.5
MoTIF-STBackbone=PE-L/142025.0997.2
MoTIFBackbone=PE-L/142025.0997
No frame left behindEvaluation Protocol=Non-interpretable2025.0996.4
PE-L/14Evaluation Protocol=Global CBM, Backbone=L/142025.0996.3
TSMEvaluation Protocol=Non-interpretable2025.0995.9
MoTIFBackbone=ViT-L/142025.0994.8
MoTIF-STBackbone=ViT-L/142025.0994.8
MoTIFBackbone=PE-L/142025.0994.8
CLIP-ViT-L/14Evaluation Protocol=Global CBM, Backbone=ViT-L/142025.0993.4
MoTIFBackbone=ViT-B/322025.0988.5
MoTIFBackbone=ViT-B/322025.0988.5
DANCEBackbone=Baseline w/o interp.2025.0988.4
DANCEBackbone=DANCE2025.0987.5
MoTIFBackbone=RN/502025.0986.7
CLIP-ViT-B/32Evaluation Protocol=Global CBM, Backbone=ViT-B/322025.0986.4
LF-CBMBackbone=Disentangled concepts2025.0985.5
CLIP-RN/50Evaluation Protocol=Global CBM, Backbone=RN/502025.0984.1
PE-L/14Evaluation Protocol=Zero-shot, Backbone=L/142025.0974.6
PE-G/14Evaluation Protocol=Zero-shot, Backbone=G/142025.0974.6
CLIP-ViT-L/14Evaluation Protocol=Zero-shot, Backbone=ViT-L/142025.0970.6
CLIP-ViT-B/32Evaluation Protocol=Zero-shot, Backbone=ViT-B/322025.0959.9
CLIP-RN/50Evaluation Protocol=Zero-shot, Backbone=RN/502025.0957.2