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Benchmarks
Web Navigation Task Completion on Mind2Web (Cross-website 177)
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66.2
Success Rate
PolySkill (+Update)
54.448
57.499
60.55
63.601
Oct 17, 2025
Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
PolySkill (+Update)
Backbone=Claude-3.7-So...
2025.10
66.2
ASI (+Update)
Backbone=Claude-3.7-So...
2025.10
65.1
PolySkill (All Skills)
Backbone=Claude-3.7-So...
2025.10
64.9
PolySkill (Same domain)
Backbone=Claude-3.7-So...
2025.10
64.9
ASI (All skills)
Backbone=Claude-3.7-So...
2025.10
64.8
ASI (Same domain)
Backbone=Claude-3.7-So...
2025.10
64.8
Baseline
Backbone=Claude-3.7-So...
2025.10
64.4
PolySkill (+Update)
Backbone=GPT-4.1, Trai...
2025.10
61.3
PolySkill (Same domain)
Backbone=GPT-4.1, Trai...
2025.10
58.9
ASI (+Update)
Backbone=GPT-4.1, Trai...
2025.10
58.7
PolySkill (All Skills)
Backbone=GPT-4.1, Trai...
2025.10
57.6
ASI (Same domain)
Backbone=GPT-4.1, Trai...
2025.10
57
Baseline
Backbone=GPT-4.1, Trai...
2025.10
56.2
ASI (All skills)
Backbone=GPT-4.1, Trai...
2025.10
54.9
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