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Object Recognition on VisDA C

97.8Accuracy (Plane)

NLL-OT

Updated 4d ago

Evaluation Results

Method	Links
NLL-OT 2021.04		97.8	90.8	81.9	49.7	95.7	93.5	85.2	45.4	88.9	96.6	91.2	54.4	80.9
NLL-KL 2021.04		97.6	91.1	82.1	49.2	95.8	93.5	86.2	44.6	89	96.4	91.4	54.8	81
TransDA* 2021.04		97.2	91.1	81	57.5	95.3	93.3	82.7	67.2	92	91.8	92.5	54.7	83
No Adapt. 2021.04		97	56.2	81	74.4	91.8	52	92.5	10.1	73.4	92.7	97	17.5	69.6
CAN 2021.04		97	87.2	82.5	74.3	97.8	96.2	90.8	80.7	96.6	96.3	87.5	59.9	87.2
HD-SHOT 2021.04		96.7	91.7	81.8	48.4	95.1	98.5	83.1	60.1	92.2	87.7	88.4	65.3	82.4
DINE 2021.04		96.6	91.9	83.1	58.2	95.3	97.8	85	73.6	91.9	94.9	92.2	60.7	85.1
DINE (full) 2021.04		96.6	91.9	82.9	57.9	95.4	97.8	84.5	73.1	91.7	95.1	92	60.9	85
SD-SHOT 2021.04		96.3	91.1	80.3	46.4	93.9	98.2	81.5	58.6	90.9	85.5	88	63.8	81.2
SHOT 2021.04		95.8	88.2	87.2	73.7	95.2	96.4	87.9	84.5	92.5	89.3	85.7	49.1	85.5
SHOT++ 2021.04		95.8	88.3	90.5	84.7	97.9	98	92.9	85.3	97.5	92.9	93.9	32.3	87.5
DINE (full) 2021.04		95.3	85.9	80.1	53.4	93	37.7	80.7	79.2	86.3	89.9	85.7	60.4	77.3
STAR 2021.04		95	84	84.6	73	91.6	91.8	85.9	78.4	94.4	84.7	87	42.2	82.7
A2Net 2021.04		94	87.8	85.6	66.8	93.7	95.1	85.8	81.2	91.6	88.2	86.5	56	84.3
ATDOC-NA 2021.04		93.7	83	76.9	58.7	89.7	95.1	84.4	71.4	89.4	80	86.7	55.1	80.3
NLL-KL 2021.04		82.7	83.4	76.7	44.9	90.9	38.5	78.4	71.6	82.4	80.3	82.9	50.4	71.9
NLL-OT 2021.04		82.6	84.1	76.2	44.8	90.8	39.1	76.7	72	82.6	81.2	82.7	50.6	72
DINE 2021.04		81.4	86.7	77.9	55.1	92.2	34.6	80.8	79.9	87.3	87.9	84.3	58.7	75.6
SD-SHOT 2021.04		79.1	85.8	77.2	43.4	91.6	41	80	78.3	84.7	86.8	81.1	65.1	74.5
HD-SHOT 2021.04		75.8	85.8	78	43.1	92	41	79.9	78.1	84.2	86.4	81	65.5	74.2
No Adapt. 2021.04		64.3	24.6	47.9	75.3	69.6	8.5	79	31.6	64.4	31	81.4	9.2	48.9