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ResearchFormerly WizWand

Overall Performance Evaluation on Consolidated Evaluation Benchmark

49.49Overall Average ScoreAlphaToken
21.430828.71543643.2846Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AlphaTokenBackbone=Qwen-3.5-9B, Warm-start Reference=UltraChat-200k2026.0649.49
ConfPOBackbone=Qwen-3.5-9B, Warm-start Reference=UltraChat-200k2026.0647.66
SePOBackbone=Qwen-3.5-9B, Warm-start Reference=UltraChat-200k2026.0647.12
TI-DPOBackbone=Qwen-3.5-9B, Warm-start Reference=UltraChat-200k2026.0646.97
DPOBackbone=Qwen-3.5-9B, Warm-start Reference=UltraChat-200k2026.0646.46
BaseBackbone=Qwen-3.5-9B, Warm-start Reference=UltraChat-200k2026.0638.32
AlphaTokenBackbone=Gemma-3-4B, Warm-start Reference=UltraChat-200k2026.0637.03
ConfPOBackbone=Gemma-3-4B, Warm-start Reference=UltraChat-200k2026.0635.49
SePOBackbone=Gemma-3-4B, Warm-start Reference=UltraChat-200k2026.0634.66
TI-DPOBackbone=Gemma-3-4B, Warm-start Reference=UltraChat-200k2026.0634.64
DPOBackbone=Gemma-3-4B, Warm-start Reference=UltraChat-200k2026.0632.25
AlphaTokenBackbone=Llama-3.2-3B, Warm-start Reference=UltraChat-200k2026.0629.5
ConfPOBackbone=Llama-3.2-3B, Warm-start Reference=UltraChat-200k2026.0627.77
TI-DPOBackbone=Llama-3.2-3B, Warm-start Reference=UltraChat-200k2026.0627.42
SePOBackbone=Llama-3.2-3B, Warm-start Reference=UltraChat-200k2026.0627.26
BaseBackbone=Gemma-3-4B, Warm-start Reference=UltraChat-200k2026.0626.87
DPOBackbone=Llama-3.2-3B, Warm-start Reference=UltraChat-200k2026.0625.66
BaseBackbone=Llama-3.2-3B, Warm-start Reference=UltraChat-200k2026.0622.51