Sequential Recommendation on Grocery leave-one-out
8.15Recall@10APAO-Pointwise
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| APAO-PointwiseBackbone=TIGER (Encoder-Decoder)2026.03 | 8.15 | 12.26 | 4.19 | 5.23 | |
| APAO-PairwiseBackbone=TIGER (Encoder-Decoder)2026.03 | 8.11 | 12.35 | 4.18 | 5.25 | |
| CEBackbone=TIGER (Encoder-Decoder)2026.03 | 7.75 | 11.82 | 4.03 | 5.06 | |
| CE→S-DPOBackbone=TIGER (Encoder-Decoder)2026.03 | 7.7 | 11.57 | 3.95 | 4.92 | |
| MSLBackbone=TIGER (Encoder-Decoder)2026.03 | 7.62 | 11.29 | 4.01 | 4.93 | |
| APAO-PairwiseBackbone=Llama (Decoder Only)2026.03 | 7.41 | 11.01 | 3.9 | 4.8 | |
| CE→DMPOBackbone=TIGER (Encoder-Decoder)2026.03 | 7.21 | 11.09 | 3.7 | 4.68 | |
| APAO-PointwiseBackbone=Llama (Decoder Only)2026.03 | 7.01 | 10.74 | 3.79 | 4.73 | |
| CE→S-DPOBackbone=Llama (Decoder Only)2026.03 | 6.82 | 9.75 | 3.71 | 4.44 | |
| CE→DMPOBackbone=Llama (Decoder Only)2026.03 | 6.49 | 9.58 | 3.53 | 4.31 | |
| CEBackbone=Llama (Decoder Only)2026.03 | 6.47 | 9.85 | 3.43 | 4.28 | |
| CE→DPOBackbone=TIGER (Encoder-Decoder)2026.03 | 6.29 | 9.83 | 3.22 | 4.1 | |
| CE→DPOBackbone=Llama (Decoder Only)2026.03 | 6.2 | 9.41 | 3.23 | 4.04 |