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Multimodal Perception on MME Perception

1,748.4Perception Score

InternVL3-8B

769.3441,023.5221,277.71,531.878Feb 17, 2024Jul 1, 2024Nov 13, 2024Mar 28, 2025Aug 10, 2025Dec 23, 2025May 7, 2026
Updated 26d ago

Evaluation Results

MethodLinks
2026.03
1,748.4-
2026.03
1,733.6-
2026.03
1,698.1-
2024.02
1,689.7-
2026.03
1,687-
2026.03
1,651-
2026.05
1,645-
2026.05
1,636-
2026.05
1,633-
2026.03
1,632.1-
2026.03
1,628.1-
2026.03
1,620.5-
2026.05
1,610-
2026.05
1,571-
2024.02
1,567.4-
2024.12
1,567.4-
2026.03
1,567.1-
2026.05
1,567-
2024.05
1,541.7-
2026.03
1,537.8-
2026.03
1,536.9-
2026.03
1,534.2-
2024.02
1,531.3-
2024.02
1,528.4-
2026.05
1,528-
2024.02
1,510.7-
2024.10
1,510.7-
2024.12
1,510.7-
2024.05
1,507.7-
2026.03
1,507-
2026.02
1,506.5-
2026.05
1,505-
2024.10
1,502.6-
2026.05
1,499-
2024.05
1,495.2-
2026.05
1,492-
2026.02
1,490.1-
2024.05
1,488.8-
2024.02
1,487.5-
2024.12
1,487.5-
2026.03
1,485.4-
2026.03
1,481.3-
2026.02
1,479.8-
2024.05
1,476.9-
2026.02
1,464.5-
2026.05
1,457-
2024.05
1,452-
2024.10
1,450.9-
2024.02
1,450.2-
2024.05
1,450.2-
2026.02
1,449.7-
2024.05
1,446.4-
2024.12
1,445.3-
2026.05
1,445-
2024.10
1,439.1-
2026.03
1,435.7-
2024.10
1,423.9-
2026.02
1,423.5-
2026.02
1,420.6-
2026.02
1,415.4-
2026.03
1,410.7-
2026.05
1,410-
2026.02
1,404-
2024.12
1,401.8-
2026.02
1,397.5-
2026.02
1,378.8-
2026.02
1,375.9-
2026.02
1,373-
2026.05
1,354-
2026.02
1,350.3-
2024.05
1,341-
2024.12
1,338-
2024.12
1,336.2-
2026.05
1,336-
2024.05
1,335.1-
2024.10
1,315.7-
2026.02
1,309.2-
2026.03
1,307-
2026.02
1,306.5-
2024.05
1,304.8-
2024.05
1,300.8-
2024.02
1,293.8-
2024.02
1,292.3-
2024.05
1,288.9-
2026.02
1,284.9-
2026.02
1,271-
2024.05
1,260.4-
2026.05
1,244-
2026.05
1,238-
2026.05
1,238-
2024.02
1,212.8-
2024.10
1,203.3-
2026.05
1,155-
2026.05
1,097-
2026.02
1,046.7-
2024.02
967.3-
2024.12
948.4-
2026.02
884.6-
2024.02
807-
2023.11
-1,212.8
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