Long-form Video Question Answering on EgoExoMem benchmark leaderboard · SOTA2 Research

Long-form Video Question Answering on EgoExoMem

64.7HLAKS

Evaluation Results

Method	Links
AKS2026.05		64.7	64.2	62.8	37.7	56.1	47.9	55.9	44.8	54.2
BOLT2026.05		62.9	63.6	62.2	40.3	58.5	51.3	55.6	45.9	55
E2-Select2026.05		59.8	72.8	64.1	34.3	57.9	51.7	47.9	46.2	56.3
DPR2026.05		56.3	68.2	67.3	36.9	45.7	40.8	45.8	41.9	50.4
Video-RAG2026.05		56.3	55.3	50	36.9	50.6	47.1	48.8	35.6	47.6
BM252026.05		54.2	66.3	62.8	37.4	51.8	45.8	43.8	42.9	50.6
Video-RAG2026.05		53.1	66	57.1	35.8	50.6	45.8	43	35	48.3
DPR2026.05		52.8	60.6	64.7	34.5	48.2	44.2	45.8	44.9	49.5
BM252026.05		51.7	59.6	62.8	34.3	51.8	44.6	46	45.2	49.5
BOLT2026.05		51	69.5	59.6	34.3	44.5	43.8	41.7	39.6	48
AKS2026.05		50	68.5	54.5	33.3	46.3	42.9	42.2	38.3	47
Video-RAG2026.05		49.3	63.9	51.9	34	42.7	43.8	40.6	35.3	45.2
VideoRAG2026.05		49	66.6	62.2	33.5	57.9	43.8	41	39.6	49.2
DPR2026.05		48.6	66.3	54.5	29.1	42.1	41.2	39.7	37.6	44.9
BM252026.05		47.9	66	57.7	30.6	43.9	44.2	39.8	37.6	46
VideoRAG2026.05		47.2	53.6	62.8	36.6	53	40.8	48	40.3	47.8
VideoRAG2026.05		47.2	69	60.3	29.6	46.3	37.9	41.4	36	46
EgoMAS2026.05		45.5	56.6	51.3	28.6	62.8	35.8	37	38.3	44.5
WorldMM2026.05		36.5	44.8	39.4	23.1	36.5	36.3	35.1	31.5	35.4