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ResearchFormerly WizWand

Clustering on NYTClust

75.6V-MeasureGSTransform
-1.079218.827938.73558.6421May 30, 2025Jul 29, 2025Sep 27, 2025Nov 27, 2025Jan 26, 2026Mar 27, 2026May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GSTransformBackbone=BGE2025.0575.6
GSTransformBackbone=Mxbai2025.0573.92
GSTransformBackbone=UAE2025.0573.66
InBedderBackbone=Llama22025.0572.7
LoRABackbone=Mistral-7B, Evaluation Protocol=Fine-tuning2026.0558.76
InBedderBackbone=Roberta2025.0558.47
BGE2025.0555.9
Mxbai2025.0554.95
InstructOR2025.0553.88
UAE2025.0552.72
PromptEmbedderBackbone=LLaMA-3.2-1B, Evaluation Protocol=Frozen Backbone Methods2026.0542.12
LoRABackbone=LLaMA-3.2-3B, Evaluation Protocol=Fine-tuning2026.0539.95
EchoBackbone=LLaMA-3.2-3B, Evaluation Protocol=Training-free Prompting2026.0539.9
PromptEmbedderBackbone=LLaMA-3.2-3B, Evaluation Protocol=Frozen Backbone Methods2026.0539.75
LoRABackbone=LLaMA-3.2-1B, Evaluation Protocol=Fine-tuning2026.0537.72
EchoBackbone=LLaMA-3.2-1B, Evaluation Protocol=Training-free Prompting2026.0537.18
EchoBackbone=Mistral-7B, Evaluation Protocol=Training-free Prompting2026.0531.57
LoRABackbone=Qwen2.5-7B, Evaluation Protocol=Fine-tuning2026.0528.01
EchoBackbone=Qwen2.5-7B, Evaluation Protocol=Training-free Prompting2026.0525.94
PromptEmbedderBackbone=Qwen2.5-7B, Evaluation Protocol=Frozen Backbone Methods2026.0524.66
PromptEmbedderBackbone=Mistral-7B, Evaluation Protocol=Frozen Backbone Methods2026.0523.85
Pretend-CoTBackbone=Qwen2.5-7B, Evaluation Protocol=Training-free Prompting2026.055.14
Prompt-TuningBackbone=Qwen2.5-7B, Evaluation Protocol=Frozen Backbone Methods2026.055.08
Prompt-TuningBackbone=LLaMA-3.2-1B, Evaluation Protocol=Frozen Backbone Methods2026.054.96
Prompt-TuningBackbone=LLaMA-3.2-3B, Evaluation Protocol=Frozen Backbone Methods2026.053.4
Pretend-CoTBackbone=LLaMA-3.2-1B, Evaluation Protocol=Training-free Prompting2026.053.21
Pretend-CoTBackbone=Mistral-7B, Evaluation Protocol=Training-free Prompting2026.053.2
PromptEOLBackbone=LLaMA-3.2-1B, Evaluation Protocol=Training-free Prompting2026.052.77
Pretend-CoTBackbone=LLaMA-3.2-3B, Evaluation Protocol=Training-free Prompting2026.052.73
PromptEOLBackbone=Mistral-7B, Evaluation Protocol=Training-free Prompting2026.052.31
PromptEOLBackbone=Qwen2.5-7B, Evaluation Protocol=Training-free Prompting2026.052.21
Prompt-TuningBackbone=Mistral-7B, Evaluation Protocol=Frozen Backbone Methods2026.052.08
PromptEOLBackbone=LLaMA-3.2-3B, Evaluation Protocol=Training-free Prompting2026.051.87