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ResearchFormerly WizWand

Paraphrase Detection on MRPC (Accuracy)

76.2AccuracyFew-shot*
41.04850.17459.368.426Sep 26, 2025Oct 31, 2025Dec 6, 2025Jan 10, 2026Feb 15, 2026Mar 22, 2026Apr 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Few-shot*Backbone=Qwen2.5-7B, Few-shot settings=3-shot OOD2025.0976.2
MIPICBackbone=TinyBERT 6L, Dim=5122026.0474.67
MIPICBackbone=BERT, Dim=5122026.0474.62
MIPICBackbone=TinyBERT 6L, Dim=7682026.0474.6
MIPICBackbone=TinyBERT 6L, Dim=642026.0474.55
MIPICBackbone=BERT, Dim=7682026.0474.44
MIPICBackbone=TinyBERT 6L, Dim=2562026.0474.37
ESEBackbone=TinyBERT 6L, Dim=5122026.0474.31
MIPICBackbone=BERT, Dim=2562026.0474.14
Unsup SimCSEBackbone=BERT, Dim=5122026.0474.08
MIPICBackbone=TinyBERT 6L, Dim=322026.0474.02
ESEBackbone=TinyBERT 6L, Dim=7682026.0474.02
MIPICBackbone=BERT, Dim=1282026.0474.02
Unsup SimCSEBackbone=BERT, Dim=7682026.0474.02
MIPICBackbone=TinyBERT 6L, Dim=1282026.0473.97
ESEBackbone=TinyBERT 6L, Dim=2562026.0473.97
Unsup SimCSEBackbone=BERT, Dim=2562026.0473.73
MIPICBackbone=BERT, Dim=642026.0473.68
Unsup SimCSEBackbone=BERT, Dim=1282026.0473.56
MIPICBackbone=BERT, Dim=322026.0473.33
ESEBackbone=BERT, Dim=5122026.0473.27
MRLBackbone=BERT, Dim=7682026.0473.22
ICRBackbone=Qwen2.5-7B2025.0973.2
MRLBackbone=BERT, Dim=5122026.0473.16
MRLBackbone=BERT, Dim=2562026.0472.98
MRLBackbone=BERT, Dim=1282026.0472.96
ESEBackbone=TinyBERT 6L, Dim=1282026.0472.89
MRLBackbone=TinyBERT 6L, Dim=7682026.0472.87
MRLBackbone=TinyBERT 6L, Dim=5122026.0472.76
ESEBackbone=BERT, Dim=642026.0472.57
MRLBackbone=TinyBERT 6L, Dim=2562026.0472.52
Unsup SimCSEBackbone=TinyBERT 6L, Dim=7682026.0472.51
MIPICBackbone=BERT, Dim=162026.0472.46
ESEBackbone=BERT, Dim=7682026.0472.46
Zero-shotBackbone=Qwen2.5-7B2025.0972.4
MIPICBackbone=TinyBERT 6L, Dim=162026.0472.34
MRLBackbone=TinyBERT 6L, Dim=1282026.0472.34
ESEBackbone=BERT, Dim=2562026.0472.29
MRLBackbone=TinyBERT 6L, Dim=642026.0472.28
Unsup SimCSEBackbone=TinyBERT 6L, Dim=5122026.0472.16
Unsup SimCSEBackbone=TinyBERT 6L, Dim=2562026.0471.82
ESEBackbone=BERT, Dim=1282026.0471.71
ESEBackbone=BERT, Dim=322026.0471.07
M²IVBackbone=Qwen2.5-7B2025.0971
I2CLBackbone=Qwen2.5-7B2025.0970.8
Unsup SimCSEBackbone=BERT, Dim=642026.0470.53
MRLBackbone=BERT, Dim=642026.0470.14
ESEBackbone=TinyBERT 6L, Dim=642026.0470.12
MRLBackbone=BERT, Dim=322026.0470.11
MRLBackbone=TinyBERT 6L, Dim=322026.0469.87
LIVEBackbone=Qwen2.5-7B2025.0969.4
ESEBackbone=TinyBERT 6L, Dim=322026.0469.38
Unsup SimCSEBackbone=TinyBERT 6L, Dim=642026.0468.25
Few-shot*Backbone=Llama2-7B, Few-shot settings=3-shot OOD2025.0968.2
Unsup SimCSEBackbone=TinyBERT 6L, Dim=1282026.0468.15
ESEBackbone=BERT, Dim=162026.0466.73
Unsup SimCSEBackbone=BERT, Dim=322026.0466.72
MRLBackbone=BERT, Dim=162026.0465.93
ESEBackbone=TinyBERT 6L, Dim=162026.0465.12
MRLBackbone=TinyBERT 6L, Dim=162026.0461.12
Unsup SimCSEBackbone=BERT, Dim=162026.0457.83
Unsup SimCSEBackbone=TinyBERT 6L, Dim=322026.0457.34
ICRBackbone=Llama2-7B2025.0953.4
Unsup SimCSEBackbone=TinyBERT 6L, Dim=162026.0451.32
LIVEBackbone=Llama2-7B2025.0947.6
M²IVBackbone=Llama2-7B2025.0946
Zero-shotBackbone=Llama2-7B2025.0944.4
I2CLBackbone=Llama2-7B2025.0942.4