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ResearchFormerly WizWand

Action Recognition on Charades-Ego first-person (test)

0.338mAPHierVL-SA
0.082160.148580.2150.28142Jun 3, 2022Jul 9, 2022Aug 14, 2022Sep 19, 2022Oct 25, 2022Nov 30, 2022Jan 5, 2023
Updated 8mo ago

Evaluation results

MethodLinks
HierVL-SAEvaluation Protocol=Fine-tuned2023.010.338
HierVL-w/o HierEvaluation Protocol=Fine-tuned2023.010.326
HierVL-AvgEvaluation Protocol=Fine-tuned2023.010.326
Frozen+EgoNCEVis Enc=TimeSformer, # Frames=16, Vis-Text PT=EgoClip, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.321
EgoVLPEvaluation Protocol=Fine-tuned2023.010.321
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=EgoClip, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.312
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=CC3M+WebVid-2M, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.309
Ego-ExoVis Enc=SlowFast (ResNet-101), # Frames=32, Vis-Text PT=-, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.301
Ego-ExoEvaluation Protocol=Fine-tuned2023.010.301
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=-, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.288
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=HowTo100M, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.283
I3DVis Enc=13D, # Frames=32, Vis-Text PT=-, Train / FT Data=Charades-Ego (1st), Zero-shot evaluation=false2022.060.258
I3DEvaluation Protocol=Fine-tuned2023.010.258
Frozen+EgoNCEVis Enc=TimeSformer, # Frames=16, Vis-Text PT=EgoClip, Train / FT Data=-, Zero-shot evaluation=true2022.060.25
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=EgoClip, Train / FT Data=-, Zero-shot evaluation=true2022.060.236
SSDAVis Enc=13D, # Frames=32, Vis-Text PT=-, Train / FT Data=Charades-Ego (1st + 3rd), Zero-shot evaluation=false2022.060.231
SSDAEvaluation Protocol=Fine-tuned2023.010.231
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=CC3M+WebVid-2M, Train / FT Data=-, Zero-shot evaluation=true2022.060.209
ActorVis Enc=ResNet-152, # Frames=25, Vis-Text PT=-, Train / FT Data=Charades-Ego (1st + 3rd), Zero-shot evaluation=false2022.060.2
ActorEvaluation Protocol=Fine-tuned2023.010.2
FrozenVis Enc=TimeSformer, # Frames=16, Vis-Text PT=HowTo100M, Train / FT Data=-, Zero-shot evaluation=true2022.060.092