List your company
ResearchFormerly WizWand

Reproducibility Evaluation on MCR-Bench

0MSEFP32 (+LayerCast)
-0.0001840.0010580.00230.003542Jun 19, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FP32 (+LayerCast)Model=DeepSeek-14B2026.0600
FP32 (+LayerCast)Model=Qwen3-14B2026.0600
FP32 (+LayerCast)Model=Qwen3-8B2026.0600
FP32 (+LayerCast)Model=Llama-8B2026.0600
FP32 (+LayerCast)Model=Qwen3-32B2026.0600
HEAL-FullModel=DeepSeek-14B2026.0600.3
HEAL-FullModel=Llama-8B2026.0600
HEAL-FullModel=Qwen3-14B2026.0600.2
HEAL-FullModel=Qwen3-32B2026.0600.3
HEAL+Model=Qwen3-14B2026.0600.2
HEAL+Model=DeepSeek-14B2026.0600.2
HEAL-FullModel=Qwen3-8B2026.0600.1
HEAL+Model=Llama-8B2026.0600
HEAL++Model=DeepSeek-14B2026.0600.3
HEAL+Model=Qwen3-8B2026.0600.4
HEAL+Model=Qwen3-32B2026.0600.3
HEAL++Model=Qwen3-8B2026.0600.7
HEAL-BaseModel=DeepSeek-14B2026.0602
HEAL++Model=Qwen3-32B2026.0600.6
HEAL++Model=Qwen3-14B2026.0600.1
HEAL-BaseModel=Qwen3-14B2026.0600.8
HEAL++Model=Llama-8B2026.0600
HEAL-BaseModel=Qwen3-8B2026.0600.7
HEAL-BaseModel=Llama-8B2026.0600.7
TF32 (+LayerCast)Model=Qwen3-14B2026.0601.3
HEAL-BaseModel=Qwen3-32B2026.0601.4
TF32 (+LayerCast)Model=DeepSeek-14B2026.0602.7
TF32 (+LayerCast)Model=Qwen3-8B2026.0601.8
FP16Model=Qwen3-14B2026.0603.9
TF32 (+LayerCast)Model=Llama-8B2026.0603.2
FP16Model=DeepSeek-14B2026.0606.9
FP16Model=Llama-8B2026.0603.1
FP16Model=Qwen3-8B2026.0605.1
TF32 (+LayerCast)Model=Qwen3-32B2026.0601.9
FP16Model=Qwen3-32B2026.060.00011.1
BF16Model=Qwen3-14B2026.060.00135.9
BF16Model=DeepSeek-14B2026.060.001412.8
BF16Model=Qwen3-8B2026.060.00166.2
BF16Model=Llama-8B2026.060.001911.7
BF16Model=Qwen3-32B2026.060.00463.9