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Models/Instance Diffusion (zero-shot)

Instance Diffusion (zero-shot)

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Audio4 results

  • 10-shot image generationonCOCO-MIG
    instance success rate· 2024-02-05
    0.51
    best: 0.66 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290
  • 10-shot image generationonCOCO-MIG
    mIoU· 2024-02-05
    0.46
    best: 0.56 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290
  • 1 Image, 2*2 StitchionCOCO-MIG
    instance success rate· 2024-02-05
    0.51
    best: 0.66 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290
  • 1 Image, 2*2 StitchionCOCO-MIG
    mIoU· 2024-02-05
    0.46
    best: 0.56 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290

Medical2 results

  • Image GenerationonCOCO-MIG
    instance success rate· 2024-02-05
    0.51
    best: 0.66 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290
  • Image GenerationonCOCO-MIG
    mIoU· 2024-02-05
    0.46
    best: 0.56 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290

Natural Language Processing2 results

  • Text-to-Image GenerationonCOCO-MIG
    instance success rate· 2024-02-05
    0.51
    best: 0.66 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290
  • Text-to-Image GenerationonCOCO-MIG
    mIoU· 2024-02-05
    0.46
    best: 0.56 (MIGC)
    InstanceDiffusion: Instance-level Control for Image GenerationarXiv:2402.03290