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Amazon Baby
Recommendation Systems on Amazon Baby
Metric: nDCG (higher is better)
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Model name (A→Z)
#
Model
↕
nDCG
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Extra Data
Paper
Date
↕
Code
1
FREEDOM (CLIP)
4.36
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
2
FREEDOM (ResNet50 + Sentence Bert)
4.31
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
3
LATTICE (MMFashion + Sentence Bert)
4.13
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
4
BM3 (AltCLIP)
4.1
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
5
LATTICE (ResNet50 + Sentence Bert)
4.06
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
6
BM3 (ResNet50 + Sentence Bert)
3.91
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
7
LightGCN
3.82
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
8
NGCF-M (Align)
3.66
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
9
NGCF-M (ResNet50 + Sentence Bert)
3.5
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
10
VBPR (MMFashion + Sentence Bert)
3.12
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
11
DGCF
3.03
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
12
VBPR (ResNet50 + Sentence Bert)
2.99
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
13
SGL
2.93
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
14
BPRMF
2.67
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
15
GRCN (ResNet50 + Sentence Bert)
2.48
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
16
GRCN (Align)
2.43
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
17
NGCF
2.39
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
18
ItemKNN
1.19
No
Ducho meets Elliot: Large-scale Benchmarks for M...
2024-09-24
Code
#1
FREEDOM (CLIP)
SOTA
4.36
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#2
FREEDOM (ResNet50 + Sentence Bert)
4.31
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#3
LATTICE (MMFashion + Sentence Bert)
4.13
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#4
BM3 (AltCLIP)
4.1
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#5
LATTICE (ResNet50 + Sentence Bert)
4.06
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#6
BM3 (ResNet50 + Sentence Bert)
3.91
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#7
LightGCN
3.82
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#8
NGCF-M (Align)
3.66
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#9
NGCF-M (ResNet50 + Sentence Bert)
3.5
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#10
VBPR (MMFashion + Sentence Bert)
3.12
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#11
DGCF
3.03
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#12
VBPR (ResNet50 + Sentence Bert)
2.99
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#13
SGL
2.93
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#14
BPRMF
2.67
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#15
GRCN (ResNet50 + Sentence Bert)
2.48
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#16
GRCN (Align)
2.43
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#17
NGCF
2.39
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code
#18
ItemKNN
1.19
nDCG
· 2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
Code