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ResearchFormerly WizWand

Long-context retrieval on NIAH multivalue

4.1SpeedupFLy
1.48962.16732.8453.5227Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FLyModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=12025.114.124.09
FLyModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=02025.114.0724.15
SpSModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=02025.113.7224.13
FLyModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=12025.113.6415.83
FLyModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=02025.113.5714.85
FLyModel=Llama-3.3-70B-Instruct, Training=Training-free, Temperature=12025.113.3713.78
FLyModel=Llama-3.3-70B-Instruct, Training=Training-free, Temperature=02025.113.3413.53
SpSModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=02025.113.3315.82
SpSModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=12025.113.3315.73
SpSModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=12025.113.1320.15
RESTModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=02025.112.773.02
RESTModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=02025.112.633.03
RESTModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=12025.112.582.82
RESTModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=12025.112.512.89
EAGLE-3Model=Llama-3.3-70B-Instruct, Training=Training-based, Temperature=02025.112.152.43
TokenRecyclingModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=12025.112.023.15
TokenRecyclingModel=Llama-3.1-70B-Instruct, Training=Training-free, Temperature=02025.111.993.1
EAGLE-3Model=Llama-3.3-70B-Instruct, Training=Training-based, Temperature=12025.111.992.27
TokenRecyclingModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=02025.111.63.12
TokenRecyclingModel=Llama-3.1-405B-Instruct, Training=Training-free, Temperature=12025.111.593.1