Image Paragraph Captioning on Image Paragraph Captioning
Metric: CIDEr (higher is better)
Metric: CIDEr (higher is better)
| # | Model↕ | CIDEr▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HSGED(SLL) | 36.02 | No | - | - | - |
| 2 | SCST training, w/ rep. penalty | 30.63 | No | - | - | Code |
| 3 | IMG+LNG | 26.38 | No | - | - | - |
| 4 | CAE-LSTM | 25.15 | No | Convolutional Auto-encoding of Sentence Topics f... | 2019-08-01 | - |
| 5 | IMAP | 24.07 | No | - | - | - |
| 6 | Diverse and Coherent Paragraph Generation from Images | 20.93 | No | Diverse and Coherent Paragraph Generation from I... | 2018-09-03 | - |
| 7 | RTT-GAN (Semi + Fully) | 20.36 | No | Recurrent Topic-Transition GAN for Visual Paragr... | 2017-03-21 | - |
| 8 | Dual-CNN | 17.4 | No | - | - | - |
| 9 | Depth-aware Attention Model (DAM) | 17.3 | No | - | - | - |
| 10 | Regions-Hierarchical (ours) | 13.52 | No | A Hierarchical Approach for Generating Descripti... | 2016-11-20 | Code |