Action Triplet Recognition on CholecT50 (test) benchmark leaderboard · SOTA2 Research

Action Triplet Recognition on CholecT50 (test)

76.3Top-5 AccuracyRendezvous

Evaluation Results

Method	Links
Rendezvous2021.09		76.3	88.7	95.9	—	—
Attention Tripnet2021.09		75.3	86	93.8	—	—
Tripnet2021.09		70.5	81.9	91.4	—	—
MTL2021.09		70.2	80.2	89.5	—	—
RDV2022.04		69.35	84.38	93.24	89.93	84.23
Trequartista2022.04		68.5	82.4	92.29	88.24	82.86
Tripnet2022.04		67.89	83.99	93.65	90.76	84.07
CNN2021.09		67	80	90.2	—	—
Attention Tripnet2022.04		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 22022.04		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
TCN2021.09		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-baseline2022.04		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