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Papers Benchmarks Datasets Tasks

Point Prediction research benchmarks · SOTA2 Research

Point Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GEM-SAM-MetaCLIP

55.2p-mIoU

19

Mar 23, 2026

TCGA-BRCA (5-fold CV)

SLM-Manifold-Adaptive

0.45MSE

5

May 13, 2026

Logistics Dataset Location L4, Delayed instances only

0.42Average QL

5

Feb 26, 2026

Logistics Dataset Location L4 Overall instances

0.16Avg-QL

5

Feb 26, 2026

Logistics Dataset Location L3 Delayed instances only

30Avg QL

5

Feb 26, 2026

Logistics Dataset Location L3 Overall instances

0.17Avg-QL

5

Feb 26, 2026

Logistics Dataset Location L2, Delayed instances only

0.39Avg QL

5

Feb 26, 2026

Logistics Dataset Location L2, Overall instances

0.13Avg QL

5

Feb 26, 2026

Logistics Dataset Location L1, Delayed instances only

0.39Average QL

5

Feb 26, 2026

Logistics Dataset Location L1 Overall instances

0.05Avg QL

5

Feb 26, 2026

Synthetic 5-fold CV (test)

SLM-Manifold-Adaptive

0.106MSE

4

May 13, 2026

SpTGNN ensemble

2.27MAE

3

Jun 16, 2026

Popular datasets

Logistics Dataset Synthetic TCGA-BRCA OpenImages Africa

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