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ResearchFormerly WizWand

Text Classification on Edu-Feedback

69.2Macro-F1NeuFS
49.33654.49359.6564.807Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
NeuFSModel=Qwen3-4B, InfoType=Neuron2026.0769.272.5
PatronModel=Qwen3-4B, InfoType=S.+E.2026.0768.574.2
VoteKModel=Qwen3-4B, InfoType=S.+E.+L.2026.0768.170.2
FastVoteKModel=Qwen3-4B, InfoType=S.2026.0767.370.7
EntropyModel=Qwen3-4B, InfoType=Diverse2026.0767.168.4
EntropyModel=Llama-3.1-8B, InfoType=Diverse2026.076769.6
VoteKModel=Qwen3-8B, InfoType=S.+E.2026.0766.870.1
VoteKModel=Qwen3-4B, InfoType=S.+E.2026.0766.468.1
TypiClustModel=Llama-3.1-8B, InfoType=L.2026.0766.469.5
NeuFSModel=Qwen3-8B, InfoType=Neuron2026.0766.371.1
FastVoteKModel=Qwen3-4B, InfoType=L.2026.0766.267.3
VoteKModel=Llama-3.1-8B, InfoType=S.+E.2026.076669.2
NeuFSModel=Llama-3.1-8B, InfoType=Neuron2026.076669.8
PatronModel=Qwen3-8B, InfoType=S.+E.2026.0765.970.9
FastVoteKModel=Llama-3.1-8B, InfoType=S.2026.0765.869.4
EntropyModel=Llama-3.2-3B, InfoType=Diverse2026.0765.767.1
FastVoteKModel=Llama-3.1-8B, InfoType=S.+L.2026.0765.768.8
FastVoteKModel=Qwen3-4B, InfoType=S.+L.2026.0765.567.9
FastVoteKModel=Llama-3.1-8B, InfoType=L.2026.0765.467.6
RandomModel=Qwen3-4B, InfoType=N/A2026.0765.366.7
VoteKModel=Llama-3.1-8B, InfoType=S.+E.+L.2026.0765.367.6
RandomModel=Llama-3.1-8B, InfoType=N/A2026.0764.566.2
PatronModel=Llama-3.1-8B, InfoType=S.+E.2026.0764.369
TypiClustModel=Llama-3.1-8B, InfoType=S.2026.0764.268.3
FastVoteKModel=Qwen3-8B, InfoType=S.2026.076466.2
TypiClustModel=Qwen3-4B, InfoType=L.2026.0763.664.2
EntropyModel=Qwen3-8B, InfoType=Diverse2026.0763.266.3
VoteKModel=Qwen3-8B, InfoType=S.+E.+L.2026.0763.164.8
TypiClustModel=Qwen3-4B, InfoType=S.2026.0762.664
TypiClustModel=Qwen3-8B, InfoType=L.2026.0762.663.7
NeuFSModel=Llama-3.2-3B, InfoType=Neuron2026.0762.463.6
TypiClustModel=Llama-3.1-8B, InfoType=S.+L.2026.0762.363.7
FastVoteKModel=Qwen3-8B, InfoType=L.2026.0762.163.2
EntropyModel=Llama-3.1-8B, InfoType=Highest2026.0761.962.5
FastVoteKModel=Qwen3-8B, InfoType=S.+L.2026.0761.463.1
TypiClustModel=Qwen3-4B, InfoType=S.+L.2026.0761.362.3
RandomModel=Qwen3-8B, InfoType=N/A2026.0761.262.5
TypiClustModel=Llama-3.2-3B, InfoType=L.2026.0760.662.4
TypiClustModel=Qwen3-8B, InfoType=S.2026.0760.562.9
TypiClustModel=Qwen3-8B, InfoType=S.+L.2026.0758.960
VoteKModel=Llama-3.2-3B, InfoType=S.+E.+L.2026.0757.257.7
PatronModel=Llama-3.2-3B, InfoType=S.+E.2026.0756.959.7
RandomModel=Llama-3.2-3B, InfoType=N/A2026.0755.755.8
EntropyModel=Qwen3-4B, InfoType=Highest2026.0755.555.7
EntropyModel=Qwen3-8B, InfoType=Highest2026.0755.555.7
FastVoteKModel=Llama-3.2-3B, InfoType=L.2026.0754.855.5
TypiClustModel=Llama-3.2-3B, InfoType=S.2026.0754.555.7
FastVoteKModel=Llama-3.2-3B, InfoType=S.+L.2026.0754.154.3
TypiClustModel=Llama-3.2-3B, InfoType=S.+L.2026.0753.753.8
VoteKModel=Llama-3.2-3B, InfoType=S.+E.2026.0752.652.8
FastVoteKModel=Llama-3.2-3B, InfoType=S.2026.0750.750.9
EntropyModel=Llama-3.2-3B, InfoType=Highest2026.0750.150.6