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MQMTAR on MQMTAR OOD lengths 2x 4x 16x 64x 256x 1024x

100Exact Match Accuracy

Softmax

Updated 1mo ago

Evaluation Results

Method	Links
Softmax 2025.06		100
Softmax 2025.06		100
SSMax 2025.06		100
Entmax 2025.06		100
Entmax 2025.06		100
ASEntmax 2025.06		100
ASEntmax 2025.06		100
Top-K (K=32) 2025.06		99.9
SSMax 2025.06		99.9
ASEntmax 2025.06		99.7
SSMax 2025.06		99.6
ASEntmax 2025.06		99.6
Softmax 2025.06		99.5
Entmax 2025.06		99.2
ASEntmax 2025.06		99
SSMax 2025.06		98.3
Softmax 2025.06		97.8
ASEntmax 2025.06		95.3
Entmax 2025.06		92.7
SSMax 2025.06		90.6
Softmax 2025.06		80.2
Entmax 2025.06		66.8
SSMax 2025.06		26.7
Entmax 2025.06		9.3
Top-K (K=32) 2025.06		6.2
Softmax 2025.06		3
Top-K (K=32) 2025.06		0
Top-K (K=32) 2025.06		0
Top-K (K=32) 2025.06		0
Top-K (K=32) 2025.06		0