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Video-based Dialogue Evaluation on Video-ChatGPT

3.06CI

FULL CACHE

Updated 1mo ago

Evaluation Results

Method	Links
FULL CACHE 2026.04		3.06	3.15	3.52	2.24	2.69	2.93
HYBRIDKV 2026.04		2.99	3.05	3.47	2.15	2.57	2.85
FULL CACHE 2026.04		2.99	2.86	3.36	2	2.99	2.84
HYBRIDKV 2026.04		2.96	2.88	3.35	1.89	2.89	2.79
MADAKV 2026.04		2.94	3.03	3.41	2.02	2.56	2.79
LOOK-M 2026.04		2.92	2.97	3.38	2.05	2.49	2.76
SNAPKV 2026.04		2.9	2.96	3.4	1.95	2.53	2.75
SPARSEMM 2026.04		2.9	2.95	3.37	1.99	2.52	2.75
LOOK-M 2026.04		2.9	2.75	3.32	1.87	2.87	2.74
MADAKV 2026.04		2.9	2.79	3.35	1.9	2.89	2.77
SNAPKV 2026.04		2.88	2.78	3.31	1.83	2.8	2.72
TemporalVLM 2024.12		2.88	2.91	3.45	2.5	3.16	-
SPARSEMM 2026.04		2.87	2.73	3.27	1.91	2.84	2.72
LongVLM 2024.12		2.76	2.86	3.34	2.39	3.11	-
LOOK-M 2026.04		2.74	2.68	3.1	1.85	2.23	2.52
HYBRIDKV 2026.04		2.7	2.72	3.11	1.84	2.43	2.56
SPARSEMM 2026.04		2.69	2.66	3.11	1.82	2.25	2.51
BT-Adapter 2024.12		2.68	2.69	3.27	2.34	2.46	-
SNAPKV 2026.04		2.64	2.67	3.09	1.77	2.23	2.48
MADAKV 2026.04		2.6	2.64	3.03	1.81	2.39	2.49
FULL CACHE 2026.04		2.59	2.67	3.06	1.93	2.49	2.55
Video-ChatGPT 2024.12		2.5	2.57	2.69	2.16	2.2	-
Valley 2024.12		2.43	2.13	2.86	2.04	2.45	-
Video-LLaMA 2024.12		1.96	2.18	2.16	1.82	1.79	-