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Papers Benchmarks Datasets Tasks

OMNI dataset and benchmarks · SOTA2 Research

Research Datasets

OMNI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Omni Hard

18.58Accuracy

14

Medical Multimodal Reasoning

Omni

84.73Accuracy

12

Monocular metric depth estimation

OMNI

73.73Delta-1 Accuracy

8

Semantic Segmentation

OMNI

23.02mIoU

8

Medical Visual Question Answering

Omni.

83.3Accuracy

4

Regime identification

OMNI

99.2Regime Accuracy

4

Cross-domain Localization

OMNI

94Regime Accuracy

1

Regime Classification

OMNI cross-domain

69.6Regime Accuracy

1

Meeting Transcript Evaluation

OMNI

3.5Coherence

1

Popular tasks

Semantic segmentation Reasoning Medical Visual Question Answering Regime classification Meeting Transcript Evaluation

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