Change Captioning on UCCD
66.89BLEU-4PTNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PTNetTrain Params (M)=165.712026.05 | 66.89 | 83.26 | 75.35 | 70.44 | 44.15 | 78.47 | 188.35 | |
| PTNetParams(M)=165.72026.05 | 66.89 | — | — | — | 44.15 | 78.47 | 188.35 | |
| KCFITrain Params (M)=309.552026.05 | 65.94 | 82.18 | 74.62 | 69.78 | 43.28 | 78.12 | 185.68 | |
| KCFIParams(M)=309.52026.05 | 65.94 | — | — | — | 43.28 | 78.12 | 185.68 | |
| Semantic-CCTrain Params (M)=299.892026.05 | 65.72 | 81.54 | 73.86 | 68.95 | 42.76 | 76.58 | 186.47 | |
| Semantic-CCParams(M)=299.92026.05 | 65.72 | — | — | — | 42.76 | 76.58 | 186.47 | |
| RSICCformerTrain Params (M)=172.802026.05 | 62.15 | 78.92 | 71.54 | 65.87 | 40.87 | 72.34 | 165.28 | |
| MCCFormers-STrain Params (M)=135.012026.05 | 61.28 | 79.85 | 72.18 | 66.32 | 40.33 | 76.85 | 178.42 | |
| DiffusionRSCCTrain Params (M)=58.422026.05 | 60.94 | 74.26 | 67.82 | 63.75 | 38.65 | 72.14 | 155.42 | |
| Chg2CapTrain Params (M)=285.502026.05 | 59.84 | 77.68 | 70.28 | 64.58 | 39.92 | 76.28 | 176.54 | |
| Chg2CapParams(M)=285.52026.05 | 59.84 | — | — | — | 39.92 | 76.28 | 176.54 | |
| Prompt-CCTrain Params (M)=196.282026.05 | 58.22 | 81.13 | 72.49 | 65.11 | 38.28 | 71 | 184.82 | |
| Prompt-CCParams(M)=196.32026.05 | 58.22 | — | — | — | 38.28 | 71 | 184.82 | |
| PSNetTrain Params (M)=231.232026.05 | 56.84 | 80.21 | 70.68 | 62.95 | 35.62 | 69.92 | 158.76 |