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Web Agent on WorkArena L1
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38.8
Success Rate
WEASEL (10K steps)
0.944
10.772
20.6
30.428
May 19, 2026
Success Rate
Updated 2mo ago
Evaluation Results
Method
Method
Links
Success Rate
WEASEL (10K steps)
Model=Qwen3-8B, # Data...
2026.05
38.8
Qwen3-8B
Model=Qwen3-8B
2026.05
35.2
Pruning + LLM-Judge (10K steps)
Model=Qwen3-8B, # Data...
2026.05
35.2
Pruning + Sampling (10K steps)
Model=Qwen3-8B, # Data...
2026.05
33.9
Full (52K steps)
Model=Qwen3-8B, # Data...
2026.05
33.3
Pruning (52K steps)
Model=Qwen3-8B, # Data...
2026.05
15.5
Pruning (52K steps)
Model=Qwen2.5-7B-Instr...
2026.05
12.4
WEASEL (10K steps)
Model=Qwen2.5-7B-Instr...
2026.05
12.4
Full (52K steps)
Model=Qwen2.5-7B-Instr...
2026.05
12.1
Pruning + Sampling (10K steps)
Model=Qwen2.5-7B-Instr...
2026.05
9.8
Pruning + LLM-Judge (10K steps)
Model=Qwen2.5-7B-Instr...
2026.05
8.5
Qwen2.5-7B-Instruct
Model=Qwen2.5-7B-Instruct
2026.05
4.8
Pruning + LLM-Judge (10K steps)
Model=Gemma3-4B-IT, #...
2026.05
4.5
WEASEL (10K steps)
Model=Gemma3-4B-IT, #...
2026.05
4.5
Gemma3-4B-IT
Model=Gemma3-4B-IT
2026.05
3.6
Full (52K steps)
Model=Gemma3-4B-IT, #...
2026.05
3.3
Pruning (52K steps)
Model=Gemma3-4B-IT, #...
2026.05
2.7
Pruning + Sampling (10K steps)
Model=Gemma3-4B-IT, #...
2026.05
2.4
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