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Omnimodal Understanding on WorldSense v1.0 (test)

52.65Tech & Science Score

Full Tokens

Updated 2mo ago

Evaluation Results

Method	Links
Full Tokens 2026.05		52.65	39.06	43.47	44.06	46.55	42.79	52.43	41.2	45.62
Full Tokens 2026.05		51.02	39.48	43.62	42.22	45.32	41.63	50.16	43.45	44.86
OmniSelect 2026.05		50.61	40.34	43.77	43.27	46.31	42.56	49.51	41.95	45.08
OmniZip 2026.05		50.2	39.91	43.16	41.16	46.55	40.23	48.54	40.07	44.07
OmniSelect 2026.05		49.8	41.2	43.92	43.01	46.8	39.53	47.57	41.2	44.42
Full Tokens 2026.05		49.39	37.77	44.07	42.48	45.32	39.77	47.57	38.2	43.66
Full Tokens 2026.05		49.39	42.49	46.96	44.59	48.03	42.56	53.72	45.69	46.82
DyCoke (V&A) 2026.05		49.18	40.34	42.1	39.84	43.6	41.86	45.95	38.95	43.06
OmniZip 2026.05		48.78	38.63	43.16	40.11	45.32	38.84	44.66	39.33	42.84
OmniSelect 2026.05		48.78	38.2	43.62	41.69	44.58	39.53	46.93	37.83	43.19
OmniSelect 2026.05		48.78	41.63	41.64	39.84	44.33	38.37	46.28	37.83	42.56
OmniSelect 2026.05		47.96	43.78	46.2	43.01	48.03	43.72	50.81	43.07	46
OmniZip 2026.05		47.76	41.2	40.88	38.52	45.57	37.44	44.01	37.45	41.83
Random 2026.05		47.76	36.48	42.86	40.9	48.28	38.14	49.19	38.95	43.25
OmniZip 2026.05		47.35	37.77	41.64	39.58	43.1	37.67	42.39	36.33	41.27
OmniZip 2026.05		47.35	41.2	45.14	42.74	49.01	42.33	49.51	43.07	45.27
OmniSelect 2026.05		46.94	38.2	42.86	40.9	44.33	39.3	44.98	37.45	42.37
OmniSelect 2026.05		46.94	36.48	41.19	40.63	47.04	36.74	45.95	37.83	41.99
DyCoke (V&A) 2026.05		46.73	40.77	43.62	39.58	47.29	41.86	48.54	41.57	43.95
Random 2026.05		46.53	36.05	40.27	38.79	45.81	39.53	46.6	36.7	41.68
OmniZip 2026.05		46.33	39.06	40.12	37.47	44.33	36.05	42.07	37.08	40.61
OmniSelect 2026.05		46.33	39.91	44.38	42.22	45.32	42.79	46.93	43.45	44.17
OmniZip 2026.05		46.12	39.48	39.51	36.15	44.58	35.35	38.83	34.83	39.75
OmniZip 2026.05		45.92	39.91	43.92	43.27	48.03	40.23	46.93	40.07	43.85