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ResearchFormerly WizWand

Pairwise RAG Comparison on Pairwise RAG Comparison (test)

0.77NMSEMENTATBasic Prompt
0.70161.16331.6252.0867Aug 29, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MENTATBasic PromptLM=GPT-4.1, Training Size=1002025.080.770.5
MENTATBasic PromptLM=GPT-4.1, Training Size=5002025.080.80.52
MENTATBasic PromptLM=GPT-5, Training Size=5002025.080.930.33
Gradient DescentLM=NeoBERT, Training Size=5002025.081.020.1
MENTATBasic PromptLM=GPT-5, Training Size=1002025.081.070.36
MENTAT-AvgLM=GPT-5, Training Size=1002025.081.310.35
MENTAT PromptLM=GPT-5, Training Size=1002025.081.430.33
Gradient DescentLM=NeoBERT, Training Size=1002025.081.440.02
MENTAT-AvgLM=GPT-4.1, Training Size=5002025.081.480.51
MENTAT PromptLM=GPT-4.1, Training Size=5002025.081.690.48
MENTAT-AvgLM=GPT-4.1, Training Size=1002025.081.820.48
MENTAT-AvgLM=GPT-5, Training Size=5002025.081.830.32
MENTAT PromptLM=GPT-5, Training Size=5002025.081.950.3
MENTAT PromptLM=GPT-4.1, Training Size=1002025.0820.45
GEPALM=GPT-4.1, Training Size=1002025.082.160.44
Basic PromptLM=GPT-4.1, Training Size=1002025.082.180.47
Basic PromptLM=GPT-4.1, Training Size=5002025.082.180.47
Detailed PromptLM=GPT-5, Training Size=1002025.082.180.31
Detailed PromptLM=GPT-5, Training Size=5002025.082.180.31
Detailed PromptLM=GPT-4.1, Training Size=1002025.082.20.47
Detailed PromptLM=GPT-4.1, Training Size=5002025.082.20.47
Basic PromptLM=GPT-5, Training Size=1002025.082.250.35
Basic PromptLM=GPT-5, Training Size=5002025.082.250.35
GEPALM=GPT-5, Training Size=5002025.082.290.28
GEPALM=GPT-4.1, Training Size=5002025.082.40.43
GEPALM=GPT-5, Training Size=1002025.082.480.28