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Papers Benchmarks Datasets Tasks

Real-world benchmark dataset and benchmarks · SOTA2 Research

Research Datasets

Real-world benchmark

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Real-world benchmark

0.19MAD

8

Failure Reasoning and Correction

Real-World Benchmark (test)

62.1ROUGE-L

7

Unseen Robot Adaptation

Real-world Benchmark

8.47Motion Consistency

5

Single Image Super-Resolution

Real-world benchmark (test)

10.01NIQE

4

Robot Manipulation

Real-World Benchmark 10 Tasks

75Sequential Success Rate

3

Failure Recovery

Real-World Benchmark

46Recovery Rate

2

Popular tasks

Robot Manipulation Single Image Super-Resolution Video Matting Failure Reasoning and Correction Failure Recovery

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