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Recommendation on MovieLens (test) (Hit@1)
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26.31
Hit@1
CoARS
1.5268
7.9609
14.395
20.8291
Apr 11, 2026
Hit@1
Updated 3mo ago
Evaluation Results
Method
Method
Links
Hit@1
CoARS
Backbone=Qwen3-8B
2026.04
26.31
RecoWorld
Backbone=Qwen3-8B
2026.04
17.24
CoARS
Backbone=Qwen3-4B
2026.04
15.05
iAgent
Backbone=GPT-5.4-mini
2026.04
13.62
RecoWorld
Backbone=Qwen3-4B
2026.04
10.75
AFL
Backbone=GPT-5.4-mini
2026.04
8.83
iAgent
Backbone=Qwen3-8B
2026.04
8.48
iAgent
Backbone=Qwen3-4B
2026.04
5.87
Reflexion
Backbone=GPT-5.4-mini
2026.04
5.68
AFL
Backbone=Qwen3-8B
2026.04
4.61
AFL
Backbone=Qwen3-4B
2026.04
4.04
Reflexion
Backbone=Qwen3-8B
2026.04
3.61
Reflexion
Backbone=Qwen3-4B
2026.04
2.48
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