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Essay Grading on Essay Grading (test)

0.53NMSEMENTATBasic Prompt
0.490.761.031.3Aug 29, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MENTATBasic PromptLM=GPT-4.1, Training Size=5002025.080.530.68
MENTATBasic PromptLM=GPT-4.1, Training Size=1002025.080.540.7
MENTAT-AvgLM=GPT-4.1, Training Size=1002025.080.570.69
MENTAT PromptLM=GPT-4.1, Training Size=1002025.080.610.68
MENTAT-AvgLM=GPT-4.1, Training Size=5002025.080.630.68
MENTATBasic PromptLM=GPT-5, Training Size=1002025.080.640.59
MENTATBasic PromptLM=GPT-5, Training Size=5002025.080.670.55
MENTAT-AvgLM=GPT-5, Training Size=5002025.080.670.55
MENTAT-AvgLM=GPT-5, Training Size=1002025.080.690.57
MENTAT PromptLM=GPT-5, Training Size=5002025.080.70.54
MENTAT PromptLM=GPT-4.1, Training Size=5002025.080.710.66
Detailed PromptLM=GPT-4.1, Training Size=1002025.080.730.65
Detailed PromptLM=GPT-4.1, Training Size=5002025.080.730.65
MENTAT PromptLM=GPT-5, Training Size=1002025.080.740.57
Basic PromptLM=GPT-4.1, Training Size=1002025.080.750.63
Basic PromptLM=GPT-4.1, Training Size=5002025.080.750.63
GEPALM=GPT-4.1, Training Size=1002025.080.790.63
GEPALM=GPT-4.1, Training Size=5002025.080.810.63
Gradient DescentLM=NeoBERT, Training Size=5002025.080.910.65
GEPALM=GPT-5, Training Size=1002025.081.010.42
GEPALM=GPT-5, Training Size=5002025.081.010.44
Gradient DescentLM=NeoBERT, Training Size=1002025.081.030.19
Basic PromptLM=GPT-5, Training Size=1002025.081.310.42
Basic PromptLM=GPT-5, Training Size=5002025.081.310.42
Detailed PromptLM=GPT-5, Training Size=1002025.081.530.4
Detailed PromptLM=GPT-5, Training Size=5002025.081.530.4