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Papers Benchmarks Datasets Tasks

Novel dataset and benchmarks · SOTA2 Research

Research Datasets

Novel

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Long-form Question Answering

Novel GraphRAG-Bench

85.3LLM-Acc

20

Object Detection

Novel-114 Average

55.1AP50:95

11

Retrieval-Augmented Generation

Novel

13Indexing Time (mins)

11

Retrieval Efficiency

Novel

22,391Retrieved Tokens

8

Object Detection

Novel-114 Instruments-8

58.5AP

3

Object Detection

Novel-114 Cold Weapons-4

74.4AP

3

Surgical robot end-effector pose estimation

Novel unseen configuration (test)

1.37RMSE X (mm)

2

Popular tasks

Object Detection Retrieval-Augmented Generation Long-form Question Answering Retrieval Efficiency Surgical robot end-effector pose estimation

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