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Image Editing on PIE-Bench

36.02PSNR

Follow-Your-Shape

18.111222.760627.4132.0594Oct 2, 2023Feb 20, 2024Jul 10, 2024Nov 29, 2024Apr 19, 2025Sep 7, 2025Jan 27, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2025.08
36.02-8.34----33.51-6.55
2025.08
35.62-9.74----32.47-6.49
2025.08
34.91-14.62----28.79-6.47
2025.08
33.45-13.72----28.14-6.47
2025.08
32.76-17.43----26.59-6.33
2025.08
32.68-16.42----28.93-6.37
2025.08
31.97-15.34----29.67-6.49
2025.12
30.089.22--90.8725.7822.3---
2025.12
29.5410.14--90.4225.822.33---
2024.10
28.7511.943.0728.8585.9525.43----
2024.10
28.5113.7847.5832.0985.6625.03----
2025.12
28.5113.78--85.6625.0322.22---
2024.10
28.3112.544.8831.2785.6925.54----
2024.10
28.2712.6545.6730.2985.6525.91----
2024.10
28.1214.1645.6233.5685.6125.51----
2024.10
27.5413.1551.4435.0784.9825.19----
2024.11
27.49-56.67--25.8422.34---
2026.01
27.25-0.05-85.325.99----
2023.10
27.2211.6554.5532.8684.7625.0222.1---
2025.01
27.2211.6554.5532.8684.7625.0222.1---
2025.01
27.2211.6554.5532.8684.7625.0222.1---
2024.11
27.22-54.55--25.0222.1---
2026.01
27.22-0.0545-84.7625.02----
2024.10
27.1911.6454.4433.1584.7125.03----
2024.10
27.0514.5250.7237.4884.9725.36----
2023.10
27.0313.4460.6735.8684.1124.7521.86---
2025.01
27.0313.4460.6735.8684.1124.7521.86---
2025.01
27.0313.4460.6735.8684.1124.7521.86---
2024.11
27.0313.4460.6735.8684.1124.7521.86---
2024.11
27.03-60.67--24.7521.86---
2025.09
27.03-60.6735.8684.1124.7521.86---
2025.01
26.8526.8166.67171.1183.3723.8920.84---
2024.11
26.6218.1780.5540.2491.525.7422.27---
2024.11
26.3124.787.9475.1981.3323.6721.86---
2023.10
26.2116.1769.0139.7383.424.6121.87---
2023.10
26.0511.6566.138.6383.4224.7821.72---
2025.09
25.33-62.254.2883.3225.5122.29---
2025.09
25.28-62.434.3383.0225.5822.32---
2025.12
24.8224.27--85.8727.0823.64---
2025.12
24.7827.51--85.1926.2823.24---
2025.12
24.7727.82--84.7826.2823.25---
2024.10
24.6723.1580.79118.5681.5525.01----
2025.12
24.55---81.5723.9721.03---
2025.12
24.126.85--84.8626.9723.51---
2026.01
23.54-0.084-82.8826.89----
2025.09
23.31-71.546.1882.2525.5621.91---
2025.12
23.2828.3--82.8225.9822.94---
2026.01
23.18-0.0855-82.1826.85----
2025.12
22.931.1--81.92622.88---
2024.10
22.7824.4787.3879.9181.3624.42----
2025.08
22.74-97.65----23.87-6.03
2025.08
22.69-108.43----24.62-5.94
2023.10
22.6424.787.9481.0981.3324.3821.35---
2024.10
22.6424.29106.0680.4579.6825.41----
2024.11
22.6424.788.7981.0980.7624.3821.35---
2025.09
22.64-87.9481.0981.3324.3821.35---
2025.09
22.51-107.279.3280.0925.4921.82---
2023.10
22.4624.29106.0680.4579.6825.4122.62---
2024.11
22.4624.29106.0680.4579.6825.4122.62---
2026.01
22.46-0.1061-79.6825.41----
2025.12
22.4624.29--79.6825.4122.62---
2025.09
22.46-106.0680.4579.6825.4122.62---
2023.10
22.2828.22113.46144.1283.6425.4122.55---
2026.01
22.28-0.1134-79.0525.41----
2025.12
22.2828.22--79.0525.4122.55---
2025.09
22.28-113.4683.6479.0525.4122.55---
2023.10
22.1728.38106.6286.9779.6723.9621.16---
2025.01
22.1728.38106.6286.9779.6723.9621.16---
2025.01
22.1728.38106.6286.9779.6723.9621.16---
2024.11
22.17-106.62--23.9621.16---
2026.01
22.17-0.1066-79.6723.96----
2025.12
22.1728.38--79.6723.9621.16---
2025.09
22.17-106.6286.9779.6723.9621.16---
2024.11
22.0332.62159.6296.0173.2624.8921.89---
2025.08
21.58-130.71----19.53-5.61
2023.10
21.5349.22138.98127.3277.0523.3121.05---
2025.09
21.53-138.98127.3277.0523.3121.05---
2025.01
21.3239.43117.15130.2775.1324.8721.87---
2025.01
21.3239.43117.15130.2775.1324.8721.87---
2024.11
21.32-117.15--24.8721.87---
2026.01
21.3291.35195.36607.0779.96--29.42.33-
2024.10
21.2351.13143.8713577.2323.36----
2025.01
21.267.41142.25295.1177.5224.2821.79---
2025.01
21.267.41142.25295.1177.5224.2821.79---
2024.11
21.2-142.25--24.2821.79---
2026.01
20.9393.93211.94627.2873.13--30.43.33-
2025.01
20.8874.21142.35353.4576.724.0621.57---
2025.09
20.85-176.8451.7872.4424.4121.88---
2024.11
20.8257.91158.63227.7876.2623.6121.64---
2025.12
20.8240.6--71.9225.222.11---
2023.10
20.4461.68172.22144.1274.6722.820.54---
2025.01
20.4461.68172.22144.1274.6722.820.54---
2025.01
20.4461.68172.22144.1274.6722.820.54---
2024.11
20.44-172.22--22.820.54---
2026.01
20.44-0.1722-74.6722.8----
2025.09
20.44-172.22144.1274.6722.820.54---
2026.01
19.77108.8352.47853.5970.62--30.55-
2026.01
19.36113.69342.16929.1757.61--28.86.67-
2026.01
18.85119.37267.561,011.0268.98--29.35.83-
2025.01
18.861.69173.63209.0574.9325.5122.2---
Showing 100 of 116 rows