Retrieval on ViDoRe V3 (test) benchmark leaderboard · SOTA2 Research

Retrieval on ViDoRe V3 (test)

79.3Accuracy (Computer Science)Nemotron-colembed-8b-v2

Evaluation Results

Method
Nemotron-colembed-8b-v22026.06	79.3	69.82	67.19	51.54	66.32	56.03	67.19	50.84	63.53
Nemotron-colembed-4b-v22026.06	78.56	67.48	65.02	49.01	62.39	56.1	64.86	52.78	62.02
Argus-9B2026.06	78.03	69.59	64.74	50.9	65.46	53.45	67.29	50.51	62.5
Ops-Colqwen3-4B2026.06	77.74	66.49	65.71	48.81	61.81	53.99	66.42	49.14	61.26
Llama-Nemotron-colembed-3b-v22026.06	77.09	64.88	64.23	44.41	62.28	51.71	66.04	46.93	59.7
Argus-4B2026.06	76.97	68.58	63.54	51.43	65.64	54.47	66.08	50.06	62.09
ColNomic-embed-multimodal-7b2026.06	76.2	63.58	56.57	45.46	58.67	50.13	62.26	48.25	57.64
Argus-2B2026.06	75.83	65.82	64.27	47.62	62.33	50.76	64.86	49.27	60.09
Tomoro-colqwen3-embed-4b2026.06	75.44	66.43	63.84	46.83	60.09	53.58	65.74	49.32	60.16
Tomoro-colqwen3-embed-8b2026.06	75.35	68.41	65.08	49.1	63.98	54.41	66.36	50.13	61.6
Llama-Nemoretriever-colembed-3b-v12026.06	75.16	62.07	60.88	43.77	58.69	47.09	63.74	45.13	57.07
Jina-embeddings-v42026.06	71.81	63.5	59.3	46.1	59.53	50.38	63.09	46.63	57.54