Video Question Answering on TGIF-QA-R (test) benchmark leaderboard · SOTA2 Research

Video Question Answering on TGIF-QA-R (test)

0.665Action AccuracyMAMA-VIOLET

Evaluation Results

Method	Links
MAMA-VIOLET2026.01		0.665	0.717	0.895
LaViLa-VIOLET2026.01		0.643	0.707	0.87
Vid2Seq-VIOLET2026.01		0.642	0.701	0.866
VIOLET2026.01		0.626	0.7	0.863
OmniVL2026.01		0.62	0.695	0.855
MAMA-VGT2026.01		0.617	0.627	0.74
MERLOT2026.01		0.614	0.693	0.84
VGT2026.01		0.61	0.617	0.732
VindLU2026.01		0.595	0.658	0.872
LAVENDER2026.01		0.571	0.669	0.84
Singularity2026.01		0.531	0.651	0.815
All-in-one2026.01		0.349	0.65	0.538