Action Triplet Recognition on CholecT50 (test)
76.3Top-5 AccuracyRendezvous
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RendezvousMethod Category=Ours2021.09 | 76.3 | 88.7 | 95.9 | — | — | |
| Attention TripnetMethod Category=Ours2021.09 | 75.3 | 86 | 93.8 | — | — | |
| TripnetMethod Category=SOTA2021.09 | 70.5 | 81.9 | 91.4 | — | — | |
| MTLMethod Category=Naive Baseline2021.09 | 70.2 | 80.2 | 89.5 | — | — | |
| RDVis_organizers_baseline=true2022.04 | 69.35 | 84.38 | 93.24 | 89.93 | 84.23 | |
| Trequartista2022.04 | 68.5 | 82.4 | 92.29 | 88.24 | 82.86 | |
| Tripnetused_non-public_third-party_dataset=true2022.04 | 67.89 | 83.99 | 93.65 | 90.76 | 84.07 | |
| CNNMethod Category=Naive Baseline2021.09 | 67 | 80 | 90.2 | — | — | |
| Attention Tripnetis_organizers_baseline=true2022.04 | 66.86 | 82.49 | 93.25 | 91.85 | 83.61 | |
| SIAT-CAMI2022.04 | 66.58 | 81.93 | 91.84 | 88.59 | 82.24 | |
| SJTU-IMR2022.04 | 66.5 | 81.88 | 84.89 | 84.19 | 79.37 | |
| Ceaiik2022.04 | 66.02 | 81.34 | 93.4 | 89.74 | 82.63 | |
| Digital-Surgery2022.04 | 65.97 | 81.56 | 92.92 | 88.78 | 82.31 | |
| HFUT-NUS2022.04 | 65.71 | 84.18 | 90.43 | 88.68 | 82.25 | |
| HFUT-MedIA2022.04 | 65.05 | 85.35 | 93.59 | 91.75 | 83.94 | |
| 2AI: Version 2is_post-challenge_submission=true2022.04 | 64.87 | 76.17 | 86.26 | 82.54 | 77.46 | |
| Lsgroup2022.04 | 62.88 | 73.03 | 81.98 | 78.64 | 74.13 | |
| MMLAB2022.04 | 60.53 | 76.57 | 86.67 | 82.72 | 76.62 | |
| Casia-Robotics2022.04 | 59.11 | 75.03 | 90.41 | 84.44 | 77.25 | |
| J&M2022.04 | 56.09 | 66.36 | 76.9 | 72.36 | 67.93 | |
| CITI-SJTU2022.04 | 54.95 | 78.61 | 92.41 | 88.96 | 78.73 | |
| TCNMethod Category=Naive Baseline2021.09 | 54.5 | 69.4 | 84.3 | — | — | |
| ANL-Triplet2022.04 | 52.12 | 83.65 | 91.37 | 89.19 | 79.08 | |
| SK2022.04 | 48.08 | 79.46 | 92.12 | 90.41 | 77.52 | |
| MTL-baselineis_organizers_baseline=true2022.04 | 45.59 | 52.45 | 59.77 | 56.65 | 53.62 | |
| Band-of-Broeders2022.04 | 39.86 | 40.34 | 48.27 | 41.14 | 42.4 | |
| Med-Recognizer2022.04 | 30.26 | 43.69 | 68.05 | 58.24 | 50.06 | |
| 2AI2022.04 | 29.44 | 30.18 | 41.14 | 32.11 | 33.22 | |
| CAMP2022.04 | 8.73 | 17.91 | 25.71 | 21.25 | 18.4 | |
| NCT-TSO2022.04 | 4.88 | 11.78 | 21.93 | 16.59 | 13.8 |