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Multimodal Perception and Reasoning on MME-RealWorld Lite (Detailed Metrics)

57.4Overall Score

P2R-8B

Updated 23d ago

Evaluation Results

Method	Links
P2R-8B 2026.07		57.4	92.4	58.7	89	44.5	46.9	81	81	46.7	39
P2R-4B 2026.07		54.8	88.8	50	86	46.1	39.1	79	78	46.7	39.5
DeepEyes-7B 2026.07		53.2	90	52.7	89	43.3	33.4	76	69	44	35
Qwen3-VL-Instruct-32B 2026.07		52.3	86.8	50	89	38.6	36	82	88	44	34.5
P2R-2B 2026.07		51.3	88.4	43.3	78	39.8	40.6	76	68	44	35.5
Qwen3-VL-Instruct-8B 2026.07		50.4	88.8	49.3	85	36.4	33.1	81	79	38.7	34.3
PixelReasoner-7B 2026.07		49.7	89.6	52	86	38.9	30.9	71	72	46	32.5
Qwen3-VL-Instruct-4B 2026.07		47.7	88	38	80	34.8	33.7	74	77	34.7	31.8
Qwen3-VL-Instruct-2B 2026.07		47.3	85.2	38.7	74	32.9	39.1	69	67	40.7	30.8