Action Captioning on UWash (test) benchmark leaderboard · SOTA2 Research

Action Captioning on UWash (test)

0.868B@4XRFMamba

Evaluation Results

Method	Links
XRFMamba2026.01		0.868	0.858	0.809	0.846	0.788
MobiDiary2026.01		0.866	0.904	0.893	0.908	0.843
MobiDiary2026.01		0.863	0.903	0.894	0.906	0.855
MobiDiary2026.01		0.854	0.891	0.878	0.898	0.81
TimeLLM2026.01		0.851	0.885	0.877	0.899	0.83
ModernTCN2026.01		0.842	0.878	0.871	0.894	0.823
PatchTST2026.01		0.834	0.883	0.861	0.883	0.815
LLaSA2026.01		0.833	0.881	0.851	0.869	0.73
SensorLLM2026.01		0.828	0.873	0.844	0.861	0.71
MobiDiary2026.01		0.803	0.838	0.84	0.846	0.791
VTAR2026.01		0.685	0.748	0.701	0.72	0.643
Video Recap2026.01		0.676	0.718	0.694	0.687	0.628
RCG2026.01		0.663	0.719	0.687	0.699	0.621
Transformer2026.01		0.589	0.668	0.637	0.631	0.566
Attention-LSTM2026.01		0.498	0.561	0.554	0.561	0.491
LSTM2026.01		0.439	0.523	0.499	0.505	0.434