Image Captioning on COCO c5 references online (test)
82.9BLEU-1DSCT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DSCTreference captions=52026.01 | 82.9 | 67.7 | 53.1 | 40.6 | 30.2 | 59.9 | 133.1 | |
| DLCTreference captions=52026.01 | 82 | 66.9 | 52.3 | 40.2 | 29.5 | 59.4 | 131 | |
| X-TransformerBackbone=SENet-1542020.03 | 81.9 | 66.9 | 52.4 | 40.3 | 29.6 | 59.5 | 131.1 | |
| S2-Transformerreference captions=52026.01 | 81.9 | 66.7 | 52.1 | 40 | 29.5 | 59.2 | 131.5 | |
| RSTNetreference captions=52026.01 | 81.7 | 66.5 | 51.8 | 39.7 | 29.3 | 59.2 | 130.1 | |
| HIPBackbone=SENet-1542020.03 | 81.6 | 66.2 | 51.5 | 39.3 | 28.8 | 59 | 127.9 | |
| M2 Transformerreference captions=52026.01 | 81.6 | 66.4 | 51.8 | 39.7 | 29.4 | 59.2 | 129.3 | |
| X-LANBackbone=SENet-1542020.03 | 81.4 | 66.5 | 52 | 40 | 29.7 | 59.5 | 130.2 | |
| X-TransformerBackbone=ResNet-1012020.03 | 81.3 | 66.3 | 51.9 | 39.9 | 29.5 | 59.3 | 129.3 | |
| X-Transformerreference captions=52026.01 | 81.3 | 66.3 | 51.9 | 39.9 | 29.5 | 59.3 | 129.3 | |
| ETAIreference captions=52026.01 | 81.2 | 65.5 | 50.9 | 38.9 | 28.6 | 58.6 | 122.1 | |
| X-LANBackbone=ResNet-1012020.03 | 81.1 | 66 | 51.5 | 39.5 | 29.4 | 59.2 | 128 | |
| SGAEBackbone=ResNet-1012020.03 | 81 | 65.6 | 50.7 | 38.5 | 28.2 | 58.6 | 123.8 | |
| AoANetBackbone=ResNet-1012020.03 | 81 | 65.8 | 51.4 | 39.4 | 29.1 | 58.9 | 126.9 | |
| SGAEreference captions=52026.01 | 81 | 65.6 | 50.7 | 38.5 | 28.2 | 58.6 | 123.8 | |
| AoANetreference captions=52026.01 | 81 | 65.8 | 51.4 | 39.4 | 29.1 | 58.9 | 126.9 | |
| GCN-LSTMBackbone=ResNet-1012020.03 | 80.8 | 65.5 | 50.8 | 38.7 | 28.5 | 58.5 | 125.3 | |
| GCN-LSTMreference captions=52026.01 | 80.8 | 65.5 | 50.8 | 38.7 | 28.5 | 58.5 | 125.3 | |
| RFNetBackbone=ResNet+DenseNet+Inception2020.03 | 80.4 | 64.9 | 50.1 | 38 | 28.2 | 58.2 | 122.9 | |
| RFNetreference captions=52026.01 | 80.4 | 64.9 | 50.1 | 38 | 28.2 | 58.2 | 122.9 | |
| Up-DownBackbone=ResNet-1012020.03 | 80.2 | 64.1 | 49.1 | 36.9 | 27.6 | 57.1 | 117.9 | |
| Up-Downreference captions=52026.01 | 80.2 | 64.1 | 49.1 | 36.9 | 27.6 | 57.1 | 117.9 | |
| LSTM-ABackbone=ResNet-1522020.03 | 78.7 | 62.7 | 47.6 | 35.6 | 27 | 56.4 | 116 | |
| SCSTreference captions=52026.01 | 78.1 | 61.9 | 47.9 | 35.2 | 27 | 56.3 | 114.7 |