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Image Editing on PIE Bench (Including Efficiency Metrics)

29.89PSNR

BiFM

20.145222.675125.20527.7349Feb 22, 2026Feb 27, 2026Mar 4, 2026Mar 10, 2026Mar 15, 2026Mar 20, 2026Mar 26, 2026
Updated 18d ago

Evaluation Results

MethodLinks
2026.03
29.89--87.5-27.4224.66----47.0142.66-
2026.03
29.63--87.4-26.0622.73----35.2724.57-
2026.03
28.92--87.29-26.7723.58----67.2554.92-
2026.03
27.96--86.44-26.2822.82----44.3934.94-
2026.03
26.62--91.5-25.7422.27----80.5540.24-
2026.02
24.1417.066.8285.0255.6924.8921.881.41446,502---
2026.02
23.8910.375.0581.2488.3624.9721.870.2116,988---
2026.02
23.87.144.2184.8460.9224.9721.821.34816,270---
2026.03
23.24--83.69-28.923.66----112.667.32-
2026.02
23.056.335.4582.4953.3324.1721.390.38126,198---
2026.03
23.03--82.49-26.0222.81-------
2026.02
22.216.586.8475.91128.2525.5822.960.38126,988---
2026.02
22.1712.347.6983.54104.8126.6423.697.22333317,140---
2026.02
22.0513.3210.4573.49103.3322.9720.190.38126,198---
2026.02
22.0412.967.1375.84111.2225.1222.580.38126,988---
2026.03
21.96--83.08-25.2522.58----112.1994.99-
2026.02
21.8919.1810.8477.24105.2723.6820.830.2116,988---
2026.02
21.7824.467.9981.7487.3824.4221.3879.15015012,272---
2026.02
21.7112.968.2274.8491.2224.9321.850.541215,060---
2026.02
21.4413.89.4980.08108.624.6621.792.694413,826---
2026.02
21.4324.278.179.52106.2625.4822.6328.03501509,262---
2026.02
21.3825.449.7374.39131.325.1121.960.38126,988---
2026.02
21.2628.28.4278.9113.5825.4522.5428.01501509,262---
2026.02
21.2528.798.5880.11106.5924.1321.1355.195015012,272---
2026.02
20.5216.3317.1773.42127.4323.7821.060.38126,988---
2025.10
-0.028-----4--16,384--25.28
2025.10
-0.054-----92--61,440--25.2
2025.10
-0.069-----132--34,816--25.12
2025.10
-0.013-----247--16,384--25.48
2025.10
-0.014-----160--16,384--25.41
2025.10
-0.014-----126--16,384--25.34
2025.10
-0.017-----90--16,384--25.31