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ResearchFormerly WizWand

Rejection Classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Rejection Dataset Subset 11

Improved Method

97.77Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 10

DeepSeek-R1-Distill Qwen-7B

100Accuracy

4

Feb 26, 2026

Rejection Dataset 9

Qwen-2.5-3B Instruct

99.48Accuracy

4

Feb 26, 2026

Rejection Dataset (Subset 8)

Improved Method

99.54Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 7

Improved Method

66.67Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 6

Qwen3-235b-A22b

62.24Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 5

Improved Method

41.78Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 4

Qwen3-235b-A22b

65.52Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 3

Qwen-2.5-3B Instruct

0.546Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 2

Improved Method

58.82Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 1

Qwen3-235b-A22b

100Accuracy

4

Feb 26, 2026

Rejection Dataset Subset 0

Qwen3-235b-A22b

100Accuracy

4

Feb 26, 2026