Metric: METEOR (higher is better)
| # | Model↕ | METEOR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CAE-LSTM | 18.82 | No | Convolutional Auto-encoding of Sentence Topics f... | 2019-08-01 | - |
| 2 | Diverse and Coherent Paragraph Generation from Images | 18.62 | No | Diverse and Coherent Paragraph Generation from I... | 2018-09-03 | - |
| 3 | RTT-GAN (Semi + Fully) | 18.39 | No | Recurrent Topic-Transition GAN for Visual Paragr... | 2017-03-21 | - |
| 4 | HSGED(SLL) | 18.33 | No | - | - | - |
| 5 | SCST training, w/ rep. penalty | 17.86 | No | - | - | Code |
| 6 | IMAP | 17.36 | No | - | - | - |
| 7 | Regions-Hierarchical (ours) | 15.95 | No | A Hierarchical Approach for Generating Descripti... | 2016-11-20 | Code |
| 8 | Dual-CNN | 15.8 | No | - | - | - |
| 9 | Depth-aware Attention Model (DAM) | 13.9 | No | - | - | - |
| 10 | IMG+LNG | 11.3 | No | - | - | - |