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Papers Benchmarks Datasets Tasks

Basic dataset and benchmarks · SOTA2 Research

Research Datasets

Basic

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Robotic task planning and code generation

Basic

100Success Rate (SR)

18

Question Answering

basic (test)

11.7IDK Score

11

Node-level Regression Uncertainty Quantification

Basic

100PICP

9

Uncertainty Quantification

Basic Synthetic

9.08Sharpness

8

Background Estimation

Basic

15.812Computational time (s)

6

Concept Erasure

Basic (test)

0Unsafe Rate

6

Basic

63.3Execution Time (s)

3

Popular tasks

Question Answering Uncertainty Quantification Concept Erasure ADS Testing Robotic task planning and code generation

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