Multimodal Understanding on R1-OneVision 1.0 (test) benchmark leaderboard · SOTA2 Research

Multimodal Understanding on R1-OneVision 1.0 (test)

59.1Average ScoreGemini-2.0-Flash

Evaluation Results

Method	Links
Gemini-2.0-Flash2026.03		59.1	56	65.9	61.2	39.8	52.3	64.4	74.3	67.2	39.8
Claude-3.52026.03		52.1	56	55.9	49.4	30.6	46.5	54.3	66.7	65.7	30.6
Qwen2.5-VL-72B2026.03		52	54.3	56.7	54.1	23.5	48.9	55.8	63.8	63.4	23.5
GPT-4o2026.03		49.6	51.3	56.2	45.3	26.5	41.3	52.5	71.4	63.4	26.5
R1-Onevision-7B-R-TAP2026.03		42.4	47.4	45	34.9	31.4	39.4	36.9	55.9	59.6	31.2
R1-Onevision-7B2026.03		36.2	40.1	39.5	27.6	26.5	33	30.2	49.5	53	26.5
InternVL2.5-8B-MPO2026.03		32.5	37.4	33.6	24.7	26.5	28.7	29.9	41	44.8	26.5
Qwen2.5-VL-7B2026.03		32.1	35.3	37.1	25.9	19.4	31.5	27.3	39	47	19.4
MiniCPM-o-2.62026.03		30.4	33.4	31.7	21.2	31.6	24.2	31.7	30.5	41.8	31.6
Qwen2-VL-7B2026.03		30	35.4	32.5	25.9	26.5	26.3	28.1	30.5	45.5	26.5
DeepSeek-VL22026.03		29.8	34.4	30.9	18.8	30.6	23.5	28.4	29.5	47.8	30.6
InternVL2.5-8B2026.03		29.5	33.1	30.6	21.8	27.6	26.3	24.8	32.4	46.3	27.6