Benchmarks1y ago
Ovis-U1-3B - Open VLM Leaderboard #73
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
View sourceATH-MaaS
Ovis-U1-3B is a open-weight ATH-MaaS specialized model.
Running this yourself: consumer gpu should be enough.
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Quality Score
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Arena ELO
4B
Parameters
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Context
This measures the amount of verifiable public evidence we have, not how capable the model is. A missing field means it has not been verified yet, not that its value is zero.
13 of 22 public signals
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872
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Jun 2025
Released
3/5 signals
2/4 signals
3/5 signals
3/4 signals
2/4 signals
Gaps we are still tracking
Benchmarks
10
Recent launch, pricing, benchmark, and API signals linked to this model or its provider.
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
View sourceMMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
View sourceMMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
View sourceMMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
View sourceMMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
View sourceMMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8
MMMU_VAL: 50.6 | MathVista: 68.9 | OCRBench: 88.1 | MMBench_TEST_EN_V11: 78.3 | AI2D: 85.6 | MMStar: 61.3 | HallusionBench: 55.8