COIN
Benchmarks
TaskDatasetSOTA resultTrendResults
Coin
100Accuracy
45
COIN T=3 (test)
30.12SR
40
COIN
95.3Top-1 Acc
33
COIN
54.1Phase Acc
32
COIN
70.02Frame Accuracy
29
COIN
60.75SR
28
COIN
56.2Accuracy
26
COIN (test)
90.81Accuracy
23
COIN (test)
72.8Frame Accuracy
23
COIN
33.99Success Rate (SR)
22
COIN
94.5Accuracy
22
CoIN ScienceQA TextVQA ImageNet GQA VizWiz Grounding Chameleon backbone
68.71Accuracy
22
COIN T=4 (test)
31.56SR
21
COIN T=4 71
27.79SR
20
COIN T=3 71
34.85Success Rate (SR)
20
CoIN
-4.67Backward Transfer (BWT)
20
COIN (test)
94.1Top-1 Accuracy
20
COIN (test)
16.9Accuracy
18
COIN (test)
59.11R@0.3
14
COIN
96Top-1 Acc
14
COIN
57.2Accuracy
14
COIN T=4 71 (test)
33.29Success Rate (SR)
13
COIN T=3 71 (test)
45.29SR
13
CoIN
64.5Last Accuracy
13
COIN (test)
51.64Accuracy
13