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Papers Benchmarks Datasets Tasks

Comp dataset and benchmarks · SOTA2 Research

Research Datasets

Comp

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Comp FS

96.2mAP

23

Molecular energy and force prediction

Comp (val)

0.25MAE Biomolecules E/atom (meV/atom)

14

Knowledge Tracing

Comp

0.826AUC

12

Composition Understanding

COMP-11 perception (test)

90.1RoT Accuracy

7

Node Classification

Comp

95.44Accuracy

7

Inference Speed

Comp (val)

160,000Throughput (atoms/sec)

4

Popular tasks

Node Classification Molecular energy and force prediction Knowledge Tracing Inference Speed Event Spotting

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