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SOTA Conversational Recommendation benchmarks and papers with code | Wizwand
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Conversational Recommendation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
INSPIRED (test)
KERL
R@1
10.6
52
3mo ago
REDIAL
ConvRec-R1 (Llama-3.2-3B)
Recall@5
0.2691
40
4mo ago
REDDIT V2 (test)
CRAG
Recall@5
11.46
26
4mo ago
REDDIT V2
Llama-3.2-3B + SFT + Rank-GRPO (exp∞)
Recall@5
11.78
23
4mo ago
ReDial
BARCOR_ReDial
User Satisfaction
2.3
15
4mo ago
INSPIRED
BARCOR_OpenDialKG
User Satisfaction
2.2
15
4mo ago
MovieBot
IAI MovieBot
User Satisfaction
2.5
15
4mo ago
CDs (sampled)
LatentCRS_F
Success Rate@3
19
13
1mo ago
VideoGames (sampled)
LatentCRS_V
Success Rate@3
37.8
13
1mo ago
MovieLens 1M (sampled)
LatentCRS_V
S@3
53.2
13
1mo ago
SafeMovie
GPT-5.2
Recall@5
8.27
13
4mo ago
TG-ReDial
UCCR
HR@10
0.0232
13
4mo ago
SafeGame
SafeCRS (Llama-3.1-8B)
Recall@5
27.02
11
4mo ago
CDs sample
LatentCRS_F
Recall@5
5.8
10
1mo ago
MovieLens sample
LatentCRS_F
Recall@5
18
10
1mo ago
Yelp (test)
ReAct
Success Rate
57
10
4mo ago
Amazon Reviews Game 2023 (test)
ActCRS
SR
43
10
4mo ago
Amazon Book Reviews 2023 (test)
MACRS
SR
63
10
4mo ago
ReDial (test)
KERL
Recall@1
5.6
9
4mo ago
Sports & Outdoor
D2D
Success Rate
58
8
1mo ago
Home & Kitchen
D2D
Success Rate
49.5
8
1mo ago
Electronics
D2D
Success Rate
50
8
1mo ago
MUSE Multimodal Fashion (test)
HARPO
R@1
10.2
5
3mo ago
CDs 1.0 (full)
UNICORN
Recall@5
8.39
4
1mo ago
VideoGames 1.0 (full)
LatentCRS_B
Recall@5
13.78
4
1mo ago
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