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ResearchFormerly WizWand

Text Generation on 5 Generation tasks

57.96AccuracyPOP
-2.318413.330828.9844.6292Feb 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
POPPruning Ratio=20%, Model=Qwen3-MoE-A3B2026.0257.96
DensePruning Ratio=0%, Model=Qwen3-MoE-A3B2026.0257.77
POPPR=20%, Online=true, Backbone=Llama3.1, Model Size=70B2026.0255.67
DensePruning Ratio=0%, Model=Qwen2-MoE-A14B2026.0254.92
POPPruning Ratio=20%, Model=Qwen2-MoE-A14B2026.0253.95
POPPruning Ratio=40%, Model=Qwen2-MoE-A14B2026.0253.86
POPPR=40%, Online=true, Backbone=Qwen3, Model Size=32B2026.0247.78
Dense ModelPR=0%, Backbone=Llama2, Model Size=70B2026.0245.49
DensePruning Ratio=0%, Model=Qwen1.5-MoE-A2.7B2026.0243.17
Tyr´Pruning Ratio=20%, Model=Qwen3-MoE-A3B2026.0243.07
POPPruning Ratio=20%, Model=Qwen1.5-MoE-A2.7B2026.0242.1
PPPR=20%, Online=true, Backbone=Llama2, Model Size=70B2026.0241.83
POPPruning Ratio=40%, Model=Qwen3-MoE-A3B2026.0238.65
FLAPPruning Ratio=20%, Model=Qwen2-MoE-A14B2026.0237.53
Tyr´PR=20%, Online=false, Backbone=Qwen3, Model Size=32B2026.0235.68
POPPruning Ratio=40%, Model=Qwen1.5-MoE-A2.7B2026.0231.11
PPPR=40%, Online=true, Backbone=Llama3.1, Model Size=70B2026.0228.47
Tyr´Pruning Ratio=20%, Model=Qwen1.5-MoE-A2.7B2026.0227.66
Tyr´PR=40%, Online=false, Backbone=Llama2, Model Size=70B2026.0224.92
FLAPPruning Ratio=20%, Model=Qwen1.5-MoE-A2.7B2026.0220.12
FLAPPruning Ratio=40%, Model=Qwen2-MoE-A14B2026.0217.26
Tyr´Pruning Ratio=40%, Model=Qwen3-MoE-A3B2026.0215.87
Wanda-spPruning Ratio=20%, Model=Qwen3-MoE-A3B2026.0215.71
FLAPPruning Ratio=40%, Model=Qwen1.5-MoE-A2.7B2026.0215.15
Wanda-spPruning Ratio=20%, Model=Qwen1.5-MoE-A2.7B2026.0213.21
Tyr´Pruning Ratio=40%, Model=Qwen1.5-MoE-A2.7B2026.027.81
FLAPPR=40%, Online=false, Backbone=Qwen3, Model Size=32B2026.026.08
Wanda-spPruning Ratio=40%, Model=Qwen1.5-MoE-A2.7B2026.022.71
Wanda-spPruning Ratio=20%, Model=Qwen2-MoE-A14B2026.022.35
FLAPPR=20%, Online=false, Backbone=Llama3.1, Model Size=70B2026.021.68
Wanda-spPruning Ratio=40%, Model=Qwen3-MoE-A3B2026.021.54
Wanda-spPR=20%, Online=false, Backbone=Llama3.1, Model Size=8B2026.020.79
Wanda-spPR=40%, Online=false, Backbone=Qwen3, Model Size=8B2026.020.61
Wanda-spPruning Ratio=40%, Model=Qwen2-MoE-A14B2026.020.39
FLAPPruning Ratio=20%, Model=Qwen3-MoE-A3B2026.020
FLAPPruning Ratio=40%, Model=Qwen3-MoE-A3B2026.020