Multimodal Summarization on Daily Mail
44.11ROUGE-1A2Summ
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| A2SummCategory=Ours2023.03 | 44.11 | 20.31 | 35.92 | 70.2 | |
| A2Summ (Text-only)Category=Ours2023.03 | 42.77 | 19.19 | 34.6 | — | |
| M2SMCategory=Multimodal2023.03 | 41.73 | 18.59 | 31.68 | 69.22 | |
| NN-SECategory=Text2023.03 | 41.22 | 18.15 | 31.22 | — | |
| SummaRuNNerCategory=Text2023.03 | 41.12 | 17.92 | 30.94 | — | |
| Lead3Category=Text2023.03 | 41.07 | 17.87 | 30.9 | — | |
| HNNattTICategory=Multimodal2023.03 | 39.58 | 16.71 | 29.04 | 68.76 | |
| TFNCategory=Multimodal2023.03 | 39.37 | 16.38 | 28.09 | — | |
| Img+TransCategory=Multimodal2023.03 | 39.28 | 16.64 | 28.53 | — | |
| MM-ATGCategory=Multimodal2023.03 | 35.38 | 14.79 | 25.41 | 69.17 | |
| A2Summ (Video-only)Category=Ours2023.03 | — | — | — | 69.3 | |
| CLIP-ItCategory=Video2023.03 | — | — | — | 69.25 | |
| DR DSNCategory=Video2023.03 | — | — | — | 68.69 | |
| VSUMMCategory=Video2023.03 | — | — | — | 68.74 |