AIM
Benchmarks
TaskDatasetSOTA resultTrendResults
AIM-500
9.089SAD
24
AIM (val)
22.7PSNR
17
AIM
0.222CLIP-T
14
AIM Track 2 2019
23.37PSNR
14
AIM AdvE
0Attack Success Rate (ASR)
14
AIM (N=500 graphs, T=20, K=10) (test)
161.71Average Reward
9
AIM (N=500 graphs, T=10, K=70) (test)
324.15Average Reward
9
AIM (N=500 graphs, T=10, K=60) (test)
303.5Average Reward
9
AIM (N=500 graphs, T=10, K=50) (test)
286.11Average Reward
9
AIM N=2500 (test)
654.29Avg. Reward
9
AIM N=2000 (test)
605.55Avg. Reward
9
AIM N=1500 (test)
540.78Average Reward
9
AIM N=1000 (test)
416.06Average Reward
9
AIM
1.2MRPP r˜
9
AIM
0Train Collision Rate
7
AiM Zebra (test)
15.54PSNR
6
AiM Horse subset (test)
16.19PSNR
6
AiM
84.2PCK@0.05
6
AIM structured SAT
1.03MRPP r-tilde
6
AIM N=500, K=70
324.15Performance
5
AIM-500
85.2CLIP Score
5
AIM (N=200, T=20, K=10)
86.16Average Reward
2
AIM (N=200, T=10, K=30)
137.28Average Reward
2
AIM (N=200, T=10, K=20)
123.83Average Reward
2
AIM N=200, T=10, K=10
83.21Average Reward
2