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Papers Benchmarks Datasets Tasks

Discriminative Task research benchmarks · SOTA2 Research

Discriminative Task

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RPEval Implicit Memory, Multi-Preference

GPT-4.1 + RP-Reasoner

0.44IA (Macro)

16

Feb 26, 2026

RPEval Implicit Memory, Single-Preference

0.02Ignorance Score

16

Feb 26, 2026

POPE MSCOCO (test)

87.51Random Accuracy

15

Feb 26, 2026

AMBER Discrimination 1.0 (test)

76.7Accuracy

10

Feb 26, 2026

84.3Accuracy

4

Apr 10, 2026

Popular datasets

AMBER RPEval POPE

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