Semantic Forecasting on Frozen Forecasting Unified Evaluation benchmark leaderboard · SOTA2 Research

Semantic Forecasting on Frozen Forecasting Unified Evaluation

0.28Mean Jaccard DistanceDINOv2

Evaluation Results

Method	Links
DINOv22025.07		0.28	0.066	0.39	0.49	37	0.057	46	52
SigLIP2025.07		0.37	0.037	0.42	0.31	14	0.07	24	20
4DS-h2025.07		0.4	0.11	0.58	0.82	43	0.13	63	74
VideoPrism2025.07		0.54	0.049	0.61	0.74	44	0.045	51	63
VideoMAEv22025.07		0.56	0.04	0.61	0.73	56	0.053	64	72
N-WALT 500M2025.07		0.57	0.012	0.59	0.76	46	0.027	51	68
4DS-e2025.07		0.58	0.029	0.61	0.83	56	0.071	66	77
VJEPA2025.07		0.59	0.023	0.63	0.79	49	0.054	58	74
VideoMAE2025.07		0.6	0.026	0.63	0.79	56	0.038	62	74
WALT 500M2025.07		0.64	0.03	0.68	0.76	50	0.05	58	68