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ResearchFormerly WizWand

Classification on HateSpeech18

83.44AccuracyICL
50.201658.830867.4676.0892May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ICLBackbone=Qwen-3-8B2026.0583.44
ICLBackbone=Qwen-2.5-7B2026.0581.76
ICLModel=LLaMA-2-13B2026.0577.4
ICLBackbone=LLaMA-2-13B2026.0577.4
LTVBackbone=Qwen-3-8B2026.0576.04
LTVBackbone=Qwen-2.5-7B2026.0575.24
ICLModel=LLaMA-3.1-8B2026.0574.32
ICLBackbone=LLaMA-3.1-8B2026.0574.32
Task VectorBackbone=Qwen-3-8B2026.0574.2
LTVModel=LLaMA-2-13B2026.0572.08
LTVBackbone=LLaMA-2-13B2026.0572.08
Zero-shotBackbone=Qwen-3-8B2026.0571.6
Function VectorBackbone=Qwen-3-8B2026.0571.56
Task VectorModel=LLaMA-2-13B2026.0571.48
Task VectorBackbone=LLaMA-2-13B2026.0571.48
Task VectorBackbone=LLaMA-2-7B2026.0571.28
LTVModel=LLaMA-3.1-8B2026.0570.44
LTVBackbone=LLaMA-3.1-8B2026.0570.44
I2CLBackbone=Qwen-3-8B2026.0570.12
State VectorBackbone=Qwen-3-8B2026.0569.92
Task VectorModel=LLaMA-3.1-8B2026.0567.64
Task VectorBackbone=LLaMA-3.1-8B2026.0567.64
State VectorModel=LLaMA-3.1-8B2026.0565.4
State VectorBackbone=LLaMA-3.1-8B2026.0565.4
ICLBackbone=LLaMA-2-7B2026.0564.6
State VectorBackbone=LLaMA-2-7B2026.0564.12
Task VectorBackbone=Qwen-2.5-7B2026.0563.92
Function VectorModel=LLaMA-3.1-8B2026.0563
Function VectorBackbone=LLaMA-3.1-8B2026.0563
I2CLBackbone=Qwen-2.5-7B2026.0562.8
I2CLModel=LLaMA-3.1-8B2026.0562.24
I2CLBackbone=LLaMA-3.1-8B2026.0562.24
Zero-shotModel=LLaMA-3.1-8B2026.0560.6
Zero-shotBackbone=LLaMA-3.1-8B2026.0560.6
State VectorModel=LLaMA-2-13B2026.0558.8
State VectorBackbone=LLaMA-2-13B2026.0558.8
Function VectorBackbone=Qwen-2.5-7B2026.0558.64
Zero-shotBackbone=Qwen-2.5-7B2026.0558.4
State VectorBackbone=Qwen-2.5-7B2026.0557.84
Function VectorBackbone=LLaMA-2-7B2026.0555.8
LTVBackbone=LLaMA-2-7B2026.0555.72
Zero-shotModel=LLaMA-2-13B2026.0555.2
Zero-shotBackbone=LLaMA-2-13B2026.0555.2
I2CLModel=LLaMA-2-13B2026.0554.48
I2CLBackbone=LLaMA-2-13B2026.0554.48
Function VectorModel=LLaMA-2-13B2026.0554.08
Function VectorBackbone=LLaMA-2-13B2026.0554.08
Zero-shotBackbone=LLaMA-2-7B2026.0554
I2CLBackbone=LLaMA-2-7B2026.0551.48