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General perception on MMVP

72.3General ScoreSegAnswer
67.6268.83570.0571.265Jul 7, 2026

Evaluation results

MethodLinks
SegAnswerBase Model=Qwen2.5-VL-7B2026.0772.3
DeepEyesEvaluation protocol=Re-evaluated using its official model and evaluation code2026.0771.3
Pixel ReasonerEvaluation protocol=Re-evaluated using its official model and evaluation code2026.0771.1
Qwen2.5-VL-7BEvaluation protocol=Re-evaluated using its official model and evaluation code2026.0770.7
LLaVA-OneVision-9BEvaluation protocol=Re-evaluated using its official model and evaluation code2026.0767.8