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Insight-level Evaluation research benchmarks · SOTA2 Research

Insight-level Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SCOpE-QA Graph ML collection

4.18Insight Score

20

Apr 23, 2026

SCOpE-QA Quantization collection

4.42Insight Score

20

Apr 23, 2026

SCOpE-QA Reinforcement Learning collection

4.52Insight-level Score

20

Apr 23, 2026

SCOpE-QA Dialogue Systems collection

4.43Insight Score

20

Apr 23, 2026

SCOpE-QA Legal NLP collection

4.27Insight Score

20

Apr 23, 2026

SCOpE-QA LLM for Healthcare collection

4.32Insight-level Score

20

Apr 23, 2026

4.42Insight-level Score

20

Apr 23, 2026

SCOpE-QA Ethical Bias & Fairness collection

4.5Insight-level Score

20

Apr 23, 2026

SCOpE-QA Data Augmentation

4.39Insight-level Score

20

Apr 23, 2026

SCOpE-QA Low-Resource NLP collection

4.43Insight-level Score

20

Apr 23, 2026

SCOpE-QA Interpretability collection

4.19Insight Score

20

Apr 23, 2026

SCOpE-QA Hate Speech Detection

4.33Insight-level Score

20

Apr 23, 2026

SCOpE-QA Video Segmentation collection

4.47Insight Score

20

Apr 23, 2026

SCOpE-QA Social Computing collection

4.52Insight-level Score

20

Apr 23, 2026

SCOpE-QA Long Video Understanding collection

4.37Insight-level Score

20

Apr 23, 2026

SCOpE-QA Representation Learning collection

4.33Insight Score

20

Apr 23, 2026

SCOpE-QA Long-context RAG collection

4.48Insight Score

20

Apr 23, 2026

SCOpE-QA Preference Optimization collection

4.47Insight-level Score

20

Apr 23, 2026

SCOpE-QA LLM as Agents collection

4.35Insight Score

20

Apr 23, 2026

SCOpE-QA Inference Optimization collection

4.49Insight-level Score

20

Apr 23, 2026

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