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ResearchFormerly WizWand

Semantic Textual Similarity on BIOSSES (test)

0.748Similarity ScoreBest-Layer
0.211880.3510650.490250.629435Mar 24, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Best-LayerBase Model=Pythia-410m2026.030.748
Best-LayerBase Model=Llama3-8B2026.030.7283
Best-LayerBase Model=Gemma2-2B2026.030.7202
WeightedBase Model=Pythia-410m2026.030.6779
Last-LayerBase Model=Pythia-410m2026.030.673
Last-LayerBase Model=Llama3-8B2026.030.67
FC-EncoderBase Model=Gemma2-2B, GNN Variant=GCN2026.030.6602
WeightedBase Model=Gemma2-2B2026.030.6527
Cayley-EncoderBase Model=Gemma2-2B, GNN Variant=GIN2026.030.6407
FC-EncoderBase Model=Llama3-8B, GNN Variant=GCN2026.030.6281
Cayley-EncoderBase Model=Gemma2-2B, GNN Variant=GCN2026.030.6197
MLP Last-LayerBase Model=Pythia-410m2026.030.5968
FC-EncoderBase Model=Pythia-410m, GNN Variant=GCN2026.030.5865
Last-LayerBase Model=Gemma2-2B2026.030.5844
DWAttBase Model=Gemma2-2B2026.030.5708
Cayley-EncoderBase Model=Pythia-410m, GNN Variant=GIN2026.030.5659
MLP Last-LayerBase Model=Llama3-8B2026.030.5535
Cayley-EncoderBase Model=Llama3-8B, GNN Variant=GIN2026.030.5532
FC-EncoderBase Model=Gemma2-2B, GNN Variant=GIN2026.030.5488
MLP Last-LayerBase Model=Gemma2-2B2026.030.541
WeightedBase Model=Llama3-8B2026.030.5282
FC-EncoderBase Model=Pythia-410m, GNN Variant=GIN2026.030.5214
FC-EncoderBase Model=Llama3-8B, GNN Variant=GIN2026.030.4962
DWAttBase Model=Llama3-8B2026.030.4688
DWAttBase Model=Pythia-410m2026.030.4529
Set-EncoderBase Model=Pythia-410m2026.030.4472
Cayley-EncoderBase Model=Pythia-410m, GNN Variant=GCN2026.030.3932
Set-EncoderBase Model=Llama3-8B2026.030.3296
Set-EncoderBase Model=Gemma2-2B2026.030.3164
Cayley-EncoderBase Model=Llama3-8B, GNN Variant=GCN2026.030.2325