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Models/MetaQuery-XL

MetaQuery-XL

Reported on 11 benchmarks across 4 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical8 results

  • Image GenerationonWISE
    Chemistry· 2025-04-08
    0.41
    best: 0.58 (Bagel (w/ cot))
    SOTA
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonWISE
    Cultural· 2025-04-08
    0.56
    best: 0.76 (Bagel (w/ cot))
    SOTA
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonWISE
    Overall· 2025-04-08
    0.55
    best: 0.71 (MindOmni (w/ cot))
    SOTA
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonWISE
    Physics· 2025-04-08
    0.63
    best: 0.75 (Bagel (w/ cot))
    SOTA
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonWISE
    Space· 2025-04-08
    0.62
    best: 0.76 (MindOmni (w/ cot))
    SOTA
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonWISE
    Biology· 2025-04-08
    0.49
    best: 0.76 (MindOmni (w/ cot))
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonWISE
    Time· 2025-04-08
    0.55
    best: 0.7 (MindOmni (w/ cot))
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • Image GenerationonDPG
    Overall· 2025-04-08
    82.05
    best: 87.2 (Lumina-Image 2.0)
    Transfer between Modalities with MetaQueriesarXiv:2504.06256

Audio2 results

  • 10-shot image generationonDPG
    Overall· 2025-04-08
    82.05
    best: 87.2 (Lumina-Image 2.0)
    Transfer between Modalities with MetaQueriesarXiv:2504.06256
  • 1 Image, 2*2 StitchionDPG
    Overall· 2025-04-08
    82.05
    best: 87.2 (Lumina-Image 2.0)
    Transfer between Modalities with MetaQueriesarXiv:2504.06256

Natural Language Processing1 result

  • Text-to-Image GenerationonDPG
    Overall· 2025-04-08
    82.05
    best: 87.2 (Lumina-Image 2.0)
    Transfer between Modalities with MetaQueriesarXiv:2504.06256