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Distribution prediction research benchmarks · SOTA2 Research

Distribution prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SMELLNET-MIXTURE BASE variant (seen combinations)

0.04MAE

8

Apr 15, 2026

Qwen-7B-Emb+kNN-Q

0.021CE

8

Feb 27, 2026

Qwen-7B-Emb+Quantile

0.02Calibration Error (CE)

8

Feb 27, 2026

Amazon Products

Qwen-7B-Emb+kNN-Quantile

0.01CE

8

Feb 27, 2026

SMELLNET-MIXTURE (unseen combinations)

16Top-1 Accuracy @ 0.1

4

Apr 15, 2026

Popular datasets

Boats Amazon Products Used Cars SMELLNET SMELLNET-MIXTURE

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