Image Paragraph Captioning
Image paragraph captioning involves generating a detailed, multi-sentence description of the content of an image.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HSGED(SLL) | BLEU-4 | 11.26 | — | Unverified |
| 2 | SCST training, w/ rep. penalty | BLEU-4 | 10.58 | — | Unverified |
| 3 | IMAP | BLEU-4 | 10.29 | — | Unverified |
| 4 | CAE-LSTM | BLEU-4 | 9.67 | — | Unverified |
| 5 | Diverse and Coherent Paragraph Generation from Images | BLEU-4 | 9.43 | — | Unverified |
| 6 | RTT-GAN (Semi + Fully) | BLEU-4 | 9.21 | — | Unverified |
| 7 | Regions-Hierarchical (ours) | BLEU-4 | 8.69 | — | Unverified |
| 8 | Dual-CNN | BLEU-4 | 8.6 | — | Unverified |
| 9 | Depth-aware Attention Model (DAM) | BLEU-4 | 6.7 | — | Unverified |
| 10 | IMG+LNG | BLEU-4 | 4.67 | — | Unverified |