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Amazon Office Products
Recommendation Systems on Amazon Office Products
Metric: Hit Ratio (higher is better)
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Model name (A→Z)
#
Model
↕
Hit Ratio
▼
Extra Data
Paper
Date
↕
Code
1
FREEDOM (CLIP)
25.88
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
2
LATTICE (ResNet50+ Sentence Bert)
25.79
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
3
LATTICE (ALIGN)
25.65
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
4
NGCF-M (CLIP)
24.85
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
5
NGCF-M (ResNet50+ Sentence Bert)
24.04
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
6
LightGCN
23.95
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
7
FREEDOM (ResNet50+ Sentence Bert)
23.59
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
8
BM3 (ALIGN)
23.4
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
9
BM3 (ResNet50+ Sentence Bert)
22.5
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
10
GRCN (CLIP)
22.32
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
11
VBPR (CLIP)
22.1
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
12
VBPR (ResNet50+ Sentence Bert)
22.01
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
13
GRCN (ResNet50+ Sentence Bert)
21.2
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
14
DGCF
20.89
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
15
SGL
20.49
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
16
ItemKNN
20.33
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
17
BPRMF
19.7
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
18
NGCF
19.62
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
#1
FREEDOM (CLIP)
SOTA
25.88
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#2
LATTICE (ResNet50+ Sentence Bert)
25.79
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#3
LATTICE (ALIGN)
25.65
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#4
NGCF-M (CLIP)
24.85
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#5
NGCF-M (ResNet50+ Sentence Bert)
24.04
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#6
LightGCN
23.95
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#7
FREEDOM (ResNet50+ Sentence Bert)
23.59
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#8
BM3 (ALIGN)
23.4
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#9
BM3 (ResNet50+ Sentence Bert)
22.5
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#10
GRCN (CLIP)
22.32
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#11
VBPR (CLIP)
22.1
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#12
VBPR (ResNet50+ Sentence Bert)
22.01
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#13
GRCN (ResNet50+ Sentence Bert)
21.2
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#14
DGCF
20.89
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#15
SGL
20.49
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#16
ItemKNN
20.33
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#17
BPRMF
19.7
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#18
NGCF
19.62
Hit Ratio
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code