2025-04-24 05:08:25,270 Model_path /data/ziqiang/yjz/code/Gram-Net-main/checkpoints/4class-car-cat-chair-horse2025_03_31_07_04_42/model_epoch_50.pth
2025-04-24 05:08:36,203 AIGIBench
2025-04-24 05:08:36,203 2025-04-24 05:08:36
2025-04-24 05:09:14,458 (0 R3GAN       ) acc: 71.4; ap: 77.3; r_acc: 78.8; f_acc: 64.0
2025-04-24 05:10:04,022 (1 IP-Adapter  ) acc: 44.0; ap: 41.4; r_acc: 79.5; f_acc: 8.4
2025-04-24 05:12:09,451 (2 SocialRF    ) acc: 51.9; ap: 52.6; r_acc: 88.1; f_acc: 15.6
2025-04-24 05:13:00,389 (3 CommunityAI ) acc: 51.4; ap: 54.0; r_acc: 96.4; f_acc: 6.5
2025-04-24 05:13:48,409 (4 StyleGAN-XL ) acc: 70.0; ap: 74.3; r_acc: 79.8; f_acc: 60.3
2025-04-24 05:14:29,482 (5 Midjourney  ) acc: 43.9; ap: 44.0; r_acc: 64.0; f_acc: 23.8
2025-04-24 05:15:14,625 (6 FLUX1-dev   ) acc: 49.7; ap: 50.5; r_acc: 79.1; f_acc: 20.3
2025-04-24 05:15:56,312 (7 E4S         ) acc: 38.0; ap: 35.2; r_acc: 74.3; f_acc: 1.7
2025-04-24 05:16:43,740 (8 Imagen3     ) acc: 55.1; ap: 57.2; r_acc: 79.0; f_acc: 31.2
2025-04-24 05:17:18,373 (9 BLIP        ) acc: 55.9; ap: 61.5; r_acc: 88.2; f_acc: 23.5
2025-04-24 05:18:03,350 (10 SDXL        ) acc: 59.8; ap: 65.9; r_acc: 80.8; f_acc: 38.9
2025-04-24 05:18:45,903 (11 DALLE-3     ) acc: 47.7; ap: 46.6; r_acc: 79.9; f_acc: 15.4
2025-04-24 05:19:20,438 (12 GLIDE       ) acc: 51.2; ap: 51.4; r_acc: 82.6; f_acc: 19.8
2025-04-24 05:19:54,768 (13 InSwap      ) acc: 46.0; ap: 43.8; r_acc: 83.2; f_acc: 7.8
2025-04-24 05:20:29,047 (14 FaceSwap    ) acc: 43.4; ap: 39.1; r_acc: 82.2; f_acc: 3.8
2025-04-24 05:21:15,303 (15 StyleSwim   ) acc: 72.8; ap: 79.1; r_acc: 78.2; f_acc: 67.4
2025-04-24 05:21:44,147 (16 ProGAN      ) acc: 95.6; ap: 99.5; r_acc: 98.8; f_acc: 92.4
2025-04-24 05:22:28,060 (17 BlendFace   ) acc: 38.1; ap: 36.6; r_acc: 72.6; f_acc: 3.6
2025-04-24 05:23:16,758 (18 PhotoMaker  ) acc: 46.8; ap: 45.5; r_acc: 79.3; f_acc: 14.2
2025-04-24 05:24:04,202 (19 SD3         ) acc: 48.5; ap: 47.8; r_acc: 80.8; f_acc: 16.3
2025-04-24 05:24:53,578 (20 Infinite-ID ) acc: 47.3; ap: 49.6; r_acc: 80.7; f_acc: 13.9
2025-04-24 05:25:07,360 (21 WFIR        ) acc: 61.3; ap: 62.6; r_acc: 65.3; f_acc: 57.3
2025-04-24 05:25:42,008 (22 SimSwap     ) acc: 44.8; ap: 44.1; r_acc: 82.5; f_acc: 7.1
2025-04-24 05:26:46,790 (23 InstantID   ) acc: 50.5; ap: 51.0; r_acc: 80.2; f_acc: 20.9
2025-04-24 05:27:24,569 (24 StyleGAN3   ) acc: 73.8; ap: 81.6; r_acc: 80.4; f_acc: 67.1
2025-04-24 05:27:24,569 (25 Mean      ) acc: 54.4; ap: 55.7; r_acc: 80.6; f_acc: 28.1
2025-04-24 05:27:24,569 *************************
2025-05-14 14:44:42,882 Model_path /data/ziqiang/yjz/code/Gram-Net-main/checkpoints/4class-car-cat-chair-horse2025_03_31_07_04_42/model_epoch_50.pth
2025-05-14 14:44:58,153 jpeg
2025-05-14 14:44:58,153 2025-05-14 14:44:58
2025-05-14 14:45:57,209 (0 R3GAN       ) acc: 49.0; ap: 41.3; r_acc: 98.0; f_acc: 0.1
2025-05-14 14:48:27,479 (1 IP-Adapter  ) acc: 49.9; ap: 52.9; r_acc: 98.1; f_acc: 1.6
2025-05-14 14:50:56,594 (2 SocialRF    ) acc: 50.8; ap: 50.6; r_acc: 94.9; f_acc: 6.7
2025-05-14 14:53:18,072 (3 CommunityAI ) acc: 50.0; ap: 48.9; r_acc: 98.8; f_acc: 1.4
2025-05-14 14:55:31,027 (4 StyleGAN-XL ) acc: 50.4; ap: 61.2; r_acc: 98.1; f_acc: 2.8
2025-05-14 14:56:51,846 (5 Midjourney  ) acc: 50.2; ap: 48.7; r_acc: 95.6; f_acc: 4.8
2025-05-14 14:59:02,146 (6 FLUX1-dev   ) acc: 50.8; ap: 55.6; r_acc: 98.2; f_acc: 3.4
2025-05-14 15:00:17,033 (7 E4S         ) acc: 48.6; ap: 41.4; r_acc: 97.0; f_acc: 0.2
2025-05-14 15:02:29,986 (8 Imagen3     ) acc: 52.2; ap: 61.5; r_acc: 98.1; f_acc: 6.3
2025-05-14 15:04:06,689 (9 BLIP        ) acc: 49.7; ap: 43.1; r_acc: 99.3; f_acc: 0.0
2025-05-14 15:05:48,462 (10 SDXL        ) acc: 50.8; ap: 59.0; r_acc: 98.1; f_acc: 3.8
2025-05-14 15:07:37,085 (11 DALLE-3     ) acc: 52.3; ap: 63.1; r_acc: 98.3; f_acc: 6.3
2025-05-14 15:08:50,294 (12 GLIDE       ) acc: 49.9; ap: 49.7; r_acc: 98.6; f_acc: 1.1
2025-05-14 15:09:56,019 (13 InSwap      ) acc: 50.5; ap: 55.7; r_acc: 98.8; f_acc: 1.1
2025-05-14 15:12:12,917 (14 FaceSwap    ) acc: 50.2; ap: 50.8; r_acc: 98.5; f_acc: 0.8
2025-05-14 15:14:19,945 (15 StyleSwim   ) acc: 53.9; ap: 73.3; r_acc: 97.7; f_acc: 10.2
2025-05-14 15:14:59,177 (16 ProGAN      ) acc: 55.1; ap: 76.1; r_acc: 99.3; f_acc: 10.9
2025-05-14 15:16:16,868 (17 BlendFace   ) acc: 48.8; ap: 43.1; r_acc: 97.1; f_acc: 0.6
2025-05-14 15:18:44,515 (18 PhotoMaker  ) acc: 50.3; ap: 53.1; r_acc: 98.1; f_acc: 2.6
2025-05-14 15:21:04,188 (19 SD3         ) acc: 51.3; ap: 55.2; r_acc: 98.1; f_acc: 4.7
2025-05-14 15:22:51,213 (20 Infinite-ID ) acc: 51.1; ap: 70.8; r_acc: 98.5; f_acc: 4.0
2025-05-14 15:23:14,587 (21 WFIR        ) acc: 49.5; ap: 52.2; r_acc: 95.1; f_acc: 3.9
2025-05-14 15:24:12,947 (22 SimSwap     ) acc: 49.8; ap: 55.2; r_acc: 98.6; f_acc: 1.0
2025-05-14 15:26:14,802 (23 InstantID   ) acc: 51.5; ap: 58.3; r_acc: 98.4; f_acc: 4.6
2025-05-14 15:27:48,877 (24 StyleGAN3   ) acc: 52.1; ap: 66.6; r_acc: 98.5; f_acc: 5.7
2025-05-14 15:27:48,878 (25 Mean      ) acc: 50.8; ap: 55.5; r_acc: 97.9; f_acc: 3.5
2025-05-14 15:27:48,878 *************************
2025-05-14 15:27:48,878 noise
2025-05-14 15:27:48,878 2025-05-14 15:27:48
2025-05-14 15:30:44,965 (0 R3GAN       ) acc: 44.7; ap: 42.9; r_acc: 87.8; f_acc: 1.6
2025-05-14 15:36:46,008 (1 IP-Adapter  ) acc: 47.3; ap: 49.5; r_acc: 87.6; f_acc: 6.9
2025-05-14 15:45:06,948 (2 SocialRF    ) acc: 50.8; ap: 50.9; r_acc: 86.7; f_acc: 14.9
2025-05-14 15:49:18,778 (3 CommunityAI ) acc: 51.3; ap: 53.8; r_acc: 96.7; f_acc: 5.9
2025-05-14 15:51:49,959 (4 StyleGAN-XL ) acc: 69.5; ap: 78.3; r_acc: 87.8; f_acc: 51.2
2025-05-14 15:55:23,679 (5 Midjourney  ) acc: 44.4; ap: 43.6; r_acc: 69.3; f_acc: 19.6
2025-05-14 15:59:16,083 (6 FLUX1-dev   ) acc: 52.5; ap: 57.9; r_acc: 87.1; f_acc: 18.0
2025-05-14 16:01:33,966 (7 E4S         ) acc: 40.9; ap: 36.8; r_acc: 81.4; f_acc: 0.3
2025-05-14 16:06:21,043 (8 Imagen3     ) acc: 58.0; ap: 65.8; r_acc: 86.7; f_acc: 29.4
2025-05-14 16:07:58,721 (9 BLIP        ) acc: 51.9; ap: 69.6; r_acc: 97.8; f_acc: 6.0
2025-05-14 16:12:05,420 (10 SDXL        ) acc: 61.7; ap: 72.8; r_acc: 89.7; f_acc: 33.6
2025-05-14 16:15:53,139 (11 DALLE-3     ) acc: 50.9; ap: 54.9; r_acc: 87.5; f_acc: 14.3
2025-05-14 16:17:07,369 (12 GLIDE       ) acc: 47.4; ap: 45.5; r_acc: 90.9; f_acc: 3.8
2025-05-14 16:18:30,006 (13 InSwap      ) acc: 47.7; ap: 51.2; r_acc: 91.4; f_acc: 3.0
2025-05-14 16:19:54,650 (14 FaceSwap    ) acc: 46.8; ap: 45.9; r_acc: 91.1; f_acc: 1.5
2025-05-14 16:23:53,827 (15 StyleSwim   ) acc: 75.0; ap: 83.7; r_acc: 87.0; f_acc: 63.0
2025-05-14 16:24:42,233 (16 ProGAN      ) acc: 72.9; ap: 92.1; r_acc: 96.9; f_acc: 48.8
2025-05-14 16:26:53,566 (17 BlendFace   ) acc: 40.2; ap: 38.1; r_acc: 78.6; f_acc: 1.7
2025-05-14 16:31:13,397 (18 PhotoMaker  ) acc: 49.6; ap: 53.5; r_acc: 87.5; f_acc: 11.8
2025-05-14 16:35:33,021 (19 SD3         ) acc: 52.0; ap: 55.4; r_acc: 89.7; f_acc: 14.3
2025-05-14 16:40:00,818 (20 Infinite-ID ) acc: 50.2; ap: 59.2; r_acc: 88.6; f_acc: 11.8
2025-05-14 16:40:17,281 (21 WFIR        ) acc: 52.1; ap: 56.9; r_acc: 84.6; f_acc: 19.7
2025-05-14 16:41:43,424 (22 SimSwap     ) acc: 47.3; ap: 52.5; r_acc: 90.8; f_acc: 3.9
2025-05-14 16:47:22,392 (23 InstantID   ) acc: 53.4; ap: 59.4; r_acc: 87.9; f_acc: 18.9
2025-05-14 16:51:05,020 (24 StyleGAN3   ) acc: 70.9; ap: 80.5; r_acc: 86.4; f_acc: 55.4
2025-05-14 16:51:05,020 (25 Mean      ) acc: 53.2; ap: 58.0; r_acc: 87.9; f_acc: 18.4
2025-05-14 16:51:05,020 *************************
2025-05-14 16:51:05,020 sample
2025-05-14 16:51:05,020 2025-05-14 16:51:05
2025-05-14 16:51:47,364 (0 R3GAN       ) acc: 69.5; ap: 77.8; r_acc: 85.6; f_acc: 53.4
2025-05-14 16:53:11,045 (1 IP-Adapter  ) acc: 46.9; ap: 48.8; r_acc: 85.5; f_acc: 8.3
2025-05-14 16:55:58,464 (2 SocialRF    ) acc: 51.7; ap: 52.5; r_acc: 88.0; f_acc: 15.5
2025-05-14 16:57:40,442 (3 CommunityAI ) acc: 51.3; ap: 53.9; r_acc: 96.3; f_acc: 6.3
2025-05-14 16:59:28,722 (4 StyleGAN-XL ) acc: 73.2; ap: 79.9; r_acc: 86.1; f_acc: 60.4
2025-05-14 17:01:01,157 (5 Midjourney  ) acc: 44.2; ap: 44.4; r_acc: 64.7; f_acc: 23.8
2025-05-14 17:02:26,173 (6 FLUX1-dev   ) acc: 53.0; ap: 58.1; r_acc: 85.6; f_acc: 20.4
2025-05-14 17:03:15,472 (7 E4S         ) acc: 40.4; ap: 38.1; r_acc: 79.0; f_acc: 1.8
2025-05-14 17:04:40,443 (8 Imagen3     ) acc: 58.2; ap: 64.7; r_acc: 85.4; f_acc: 31.1
2025-05-14 17:05:02,792 (9 BLIP        ) acc: 59.7; ap: 81.6; r_acc: 97.3; f_acc: 22.2
2025-05-14 17:06:06,729 (10 SDXL        ) acc: 63.3; ap: 73.9; r_acc: 87.8; f_acc: 38.8
2025-05-14 17:07:09,456 (11 DALLE-3     ) acc: 50.8; ap: 53.9; r_acc: 86.1; f_acc: 15.5
2025-05-14 17:07:48,395 (12 GLIDE       ) acc: 55.5; ap: 62.3; r_acc: 89.7; f_acc: 21.3
2025-05-14 17:08:21,466 (13 InSwap      ) acc: 49.7; ap: 54.7; r_acc: 90.4; f_acc: 8.0
2025-05-14 17:08:45,746 (14 FaceSwap    ) acc: 47.3; ap: 48.0; r_acc: 89.8; f_acc: 3.8
2025-05-14 17:09:40,039 (15 StyleSwim   ) acc: 76.0; ap: 83.6; r_acc: 84.4; f_acc: 67.6
2025-05-14 17:09:54,998 (16 ProGAN      ) acc: 95.6; ap: 99.5; r_acc: 98.9; f_acc: 92.3
2025-05-14 17:10:45,362 (17 BlendFace   ) acc: 39.9; ap: 39.1; r_acc: 76.3; f_acc: 3.5
2025-05-14 17:11:22,288 (18 PhotoMaker  ) acc: 49.9; ap: 53.6; r_acc: 85.7; f_acc: 14.1
2025-05-14 17:12:35,030 (19 SD3         ) acc: 52.0; ap: 55.4; r_acc: 87.8; f_acc: 16.3
2025-05-14 17:13:34,927 (20 Infinite-ID ) acc: 50.6; ap: 58.7; r_acc: 87.4; f_acc: 13.8
2025-05-14 17:13:44,195 (21 WFIR        ) acc: 54.9; ap: 57.7; r_acc: 82.4; f_acc: 27.3
2025-05-14 17:14:19,893 (22 SimSwap     ) acc: 48.3; ap: 54.5; r_acc: 89.4; f_acc: 7.2
2025-05-14 17:15:01,400 (23 InstantID   ) acc: 53.6; ap: 58.6; r_acc: 86.4; f_acc: 20.9
2025-05-14 17:15:27,888 (24 StyleGAN3   ) acc: 74.6; ap: 82.4; r_acc: 81.9; f_acc: 67.3
2025-05-14 17:15:27,888 (25 Mean      ) acc: 56.4; ap: 61.4; r_acc: 86.3; f_acc: 26.4
2025-05-14 17:15:27,888 *************************
2025-04-24 07:29:43,837 Model_path /data/ziqiang/yjz/code/Gram-Net-main/checkpoints/5class-car-cat-chair-horse-sdv1.42025_04_05_01_38_10/model_epoch_80.pth
2025-04-24 07:29:54,160 AIGIBench
2025-04-24 07:29:54,160 2025-04-24 07:29:54
2025-04-24 07:30:32,570 (0 R3GAN       ) acc: 47.9; ap: 52.5; r_acc: 89.6; f_acc: 6.1
2025-04-24 07:31:21,561 (1 IP-Adapter  ) acc: 54.5; ap: 64.2; r_acc: 90.4; f_acc: 18.7
2025-04-24 07:33:25,855 (2 SocialRF    ) acc: 52.1; ap: 53.0; r_acc: 92.6; f_acc: 11.5
2025-04-24 07:34:16,881 (3 CommunityAI ) acc: 52.6; ap: 66.1; r_acc: 99.0; f_acc: 6.2
2025-04-24 07:35:04,602 (4 StyleGAN-XL ) acc: 72.9; ap: 83.7; r_acc: 89.8; f_acc: 56.0
2025-04-24 07:35:45,597 (5 Midjourney  ) acc: 43.9; ap: 41.6; r_acc: 78.2; f_acc: 9.6
2025-04-24 07:36:30,144 (6 FLUX1-dev   ) acc: 64.5; ap: 75.1; r_acc: 89.9; f_acc: 39.0
2025-04-24 07:37:11,802 (7 E4S         ) acc: 42.5; ap: 32.5; r_acc: 85.0; f_acc: 0.0
2025-04-24 07:37:59,090 (8 Imagen3     ) acc: 50.6; ap: 54.7; r_acc: 90.7; f_acc: 10.5
2025-04-24 07:38:33,427 (9 BLIP        ) acc: 98.6; ap: 99.9; r_acc: 98.0; f_acc: 99.2
2025-04-24 07:39:18,035 (10 SDXL        ) acc: 63.8; ap: 76.9; r_acc: 91.0; f_acc: 36.6
2025-04-24 07:40:00,462 (11 DALLE-3     ) acc: 53.5; ap: 61.1; r_acc: 90.5; f_acc: 16.4
2025-04-24 07:40:35,063 (12 GLIDE       ) acc: 71.6; ap: 84.3; r_acc: 92.3; f_acc: 50.8
2025-04-24 07:41:09,360 (13 InSwap      ) acc: 47.1; ap: 38.0; r_acc: 92.9; f_acc: 0.3
2025-04-24 07:41:43,554 (14 FaceSwap    ) acc: 47.0; ap: 34.6; r_acc: 93.0; f_acc: 0.0
2025-04-24 07:42:29,419 (15 StyleSwim   ) acc: 75.5; ap: 86.0; r_acc: 90.3; f_acc: 60.7
2025-04-24 07:42:58,205 (16 ProGAN      ) acc: 98.5; ap: 100.0; r_acc: 99.8; f_acc: 97.2
2025-04-24 07:43:42,214 (17 BlendFace   ) acc: 42.3; ap: 33.3; r_acc: 84.6; f_acc: 0.0
2025-04-24 07:44:30,550 (18 PhotoMaker  ) acc: 50.1; ap: 58.6; r_acc: 90.1; f_acc: 10.0
2025-04-24 07:45:17,703 (19 SD3         ) acc: 52.5; ap: 60.7; r_acc: 91.0; f_acc: 14.0
2025-04-24 07:46:07,177 (20 Infinite-ID ) acc: 50.6; ap: 60.1; r_acc: 90.7; f_acc: 10.6
2025-04-24 07:46:20,882 (21 WFIR        ) acc: 44.5; ap: 43.9; r_acc: 78.4; f_acc: 10.7
2025-04-24 07:46:55,302 (22 SimSwap     ) acc: 46.7; ap: 36.4; r_acc: 93.3; f_acc: 0.1
2025-04-24 07:47:59,376 (23 InstantID   ) acc: 75.1; ap: 85.7; r_acc: 90.6; f_acc: 59.6
2025-04-24 07:48:37,187 (24 StyleGAN3   ) acc: 65.6; ap: 77.9; r_acc: 91.1; f_acc: 40.1
2025-04-24 07:48:37,187 (25 Mean      ) acc: 58.6; ap: 62.4; r_acc: 90.5; f_acc: 26.6
2025-04-24 07:48:37,188 *************************
2025-04-30 14:18:05,138 Model_path /data/ziqiang/yjz/code/Gram-Net-main/checkpoints/5class-car-cat-chair-horse-sdv1.42025_04_05_01_38_10/model_epoch_80.pth
2025-04-30 14:18:06,146 jpeg
2025-04-30 14:18:06,146 2025-04-30 14:18:06
2025-04-30 14:18:32,849 (0 R3GAN       ) acc: 49.9; ap: 34.6; r_acc: 99.7; f_acc: 0.0
2025-04-30 14:19:08,664 (1 IP-Adapter  ) acc: 51.7; ap: 77.6; r_acc: 99.7; f_acc: 3.6
2025-04-30 14:20:14,537 (2 SocialRF    ) acc: 49.5; ap: 45.7; r_acc: 96.9; f_acc: 2.1
2025-04-30 14:21:08,380 (3 CommunityAI ) acc: 50.4; ap: 62.4; r_acc: 99.7; f_acc: 1.1
2025-04-30 14:21:44,814 (4 StyleGAN-XL ) acc: 50.0; ap: 60.3; r_acc: 99.7; f_acc: 0.3
2025-04-30 14:22:12,072 (5 Midjourney  ) acc: 50.2; ap: 52.0; r_acc: 99.4; f_acc: 1.0
2025-04-30 14:22:49,348 (6 FLUX1-dev   ) acc: 50.2; ap: 64.9; r_acc: 99.8; f_acc: 0.5
2025-04-30 14:23:21,051 (7 E4S         ) acc: 49.8; ap: 33.3; r_acc: 99.7; f_acc: 0.0
2025-04-30 14:24:45,588 (8 Imagen3     ) acc: 50.1; ap: 56.7; r_acc: 99.8; f_acc: 0.5
2025-04-30 14:25:25,903 (9 BLIP        ) acc: 50.0; ap: 68.5; r_acc: 99.8; f_acc: 0.1
2025-04-30 14:26:48,795 (10 SDXL        ) acc: 50.0; ap: 53.4; r_acc: 99.8; f_acc: 0.3
2025-04-30 14:28:30,149 (11 DALLE-3     ) acc: 51.9; ap: 82.2; r_acc: 99.8; f_acc: 3.9
2025-04-30 14:29:45,928 (12 GLIDE       ) acc: 50.0; ap: 42.3; r_acc: 99.8; f_acc: 0.1
2025-04-30 14:30:57,334 (13 InSwap      ) acc: 50.4; ap: 39.2; r_acc: 99.8; f_acc: 0.0
2025-04-30 14:32:00,855 (14 FaceSwap    ) acc: 50.4; ap: 37.4; r_acc: 99.8; f_acc: 0.0
2025-04-30 14:33:44,726 (15 StyleSwim   ) acc: 49.9; ap: 58.8; r_acc: 99.6; f_acc: 0.2
2025-04-30 14:34:41,229 (16 ProGAN      ) acc: 50.0; ap: 50.1; r_acc: 100.0; f_acc: 0.0
2025-04-30 14:35:43,166 (17 BlendFace   ) acc: 49.8; ap: 33.6; r_acc: 99.7; f_acc: 0.0
2025-04-30 14:38:02,651 (18 PhotoMaker  ) acc: 50.5; ap: 65.3; r_acc: 99.8; f_acc: 1.3
2025-04-30 14:40:28,821 (19 SD3         ) acc: 50.2; ap: 66.8; r_acc: 99.8; f_acc: 0.7
2025-04-30 14:42:25,727 (20 Infinite-ID ) acc: 51.1; ap: 83.5; r_acc: 99.8; f_acc: 2.7
2025-04-30 14:43:07,024 (21 WFIR        ) acc: 50.0; ap: 49.0; r_acc: 99.7; f_acc: 0.3
2025-04-30 14:44:25,778 (22 SimSwap     ) acc: 49.9; ap: 40.1; r_acc: 99.9; f_acc: 0.0
2025-04-30 14:46:29,169 (23 InstantID   ) acc: 55.8; ap: 84.6; r_acc: 99.8; f_acc: 11.8
2025-04-30 14:48:15,687 (24 StyleGAN3   ) acc: 50.0; ap: 51.5; r_acc: 99.9; f_acc: 0.1
2025-04-30 14:48:15,688 (25 Mean      ) acc: 50.5; ap: 55.8; r_acc: 99.6; f_acc: 1.2
2025-04-30 14:48:15,688 *************************
2025-04-30 14:48:15,688 noise
2025-04-30 14:48:15,688 2025-04-30 14:48:15
2025-04-30 14:51:20,266 (0 R3GAN       ) acc: 47.5; ap: 40.2; r_acc: 95.0; f_acc: 0.0
2025-04-30 14:58:34,270 (1 IP-Adapter  ) acc: 53.8; ap: 71.1; r_acc: 95.3; f_acc: 12.2
2025-04-30 15:23:59,159 (2 SocialRF    ) acc: 49.5; ap: 45.6; r_acc: 90.0; f_acc: 9.0
2025-04-30 15:27:28,246 (3 CommunityAI ) acc: 52.9; ap: 76.4; r_acc: 98.9; f_acc: 6.8
2025-04-30 15:30:45,588 (4 StyleGAN-XL ) acc: 62.0; ap: 81.3; r_acc: 94.9; f_acc: 29.1
2025-04-30 15:33:49,422 (5 Midjourney  ) acc: 46.3; ap: 40.6; r_acc: 88.8; f_acc: 3.7
2025-04-30 15:37:08,584 (6 FLUX1-dev   ) acc: 53.0; ap: 70.2; r_acc: 95.4; f_acc: 10.6
2025-04-30 15:38:55,896 (7 E4S         ) acc: 46.6; ap: 35.0; r_acc: 93.1; f_acc: 0.0
2025-04-30 15:43:16,578 (8 Imagen3     ) acc: 49.2; ap: 55.7; r_acc: 95.7; f_acc: 2.7
2025-04-30 15:44:48,320 (9 BLIP        ) acc: 75.5; ap: 98.5; r_acc: 99.6; f_acc: 51.4
2025-04-30 15:48:36,897 (10 SDXL        ) acc: 53.9; ap: 75.6; r_acc: 95.8; f_acc: 12.0
2025-04-30 15:51:53,317 (11 DALLE-3     ) acc: 53.6; ap: 70.2; r_acc: 95.7; f_acc: 11.4
2025-04-30 15:52:58,305 (12 GLIDE       ) acc: 49.0; ap: 47.9; r_acc: 96.8; f_acc: 1.2
2025-04-30 15:54:04,295 (13 InSwap      ) acc: 48.9; ap: 43.2; r_acc: 96.8; f_acc: 0.0
2025-04-30 15:55:11,845 (14 FaceSwap    ) acc: 48.9; ap: 41.9; r_acc: 96.6; f_acc: 0.0
2025-04-30 15:58:37,344 (15 StyleSwim   ) acc: 59.5; ap: 80.2; r_acc: 95.5; f_acc: 23.5
2025-04-30 15:59:16,209 (16 ProGAN      ) acc: 50.2; ap: 50.4; r_acc: 99.0; f_acc: 1.4
2025-04-30 16:01:13,767 (17 BlendFace   ) acc: 46.0; ap: 34.7; r_acc: 91.9; f_acc: 0.1
2025-04-30 16:04:39,753 (18 PhotoMaker  ) acc: 53.6; ap: 71.4; r_acc: 95.5; f_acc: 11.7
2025-04-30 16:08:16,762 (19 SD3         ) acc: 50.8; ap: 65.9; r_acc: 95.9; f_acc: 5.7
2025-04-30 16:11:35,840 (20 Infinite-ID ) acc: 52.1; ap: 70.5; r_acc: 95.8; f_acc: 8.5
2025-04-30 16:11:46,737 (21 WFIR        ) acc: 49.2; ap: 49.5; r_acc: 96.1; f_acc: 2.4
2025-04-30 16:12:49,848 (22 SimSwap     ) acc: 48.6; ap: 44.2; r_acc: 97.1; f_acc: 0.1
2025-04-30 16:17:29,000 (23 InstantID   ) acc: 74.5; ap: 91.1; r_acc: 95.4; f_acc: 53.5
2025-04-30 16:20:33,879 (24 StyleGAN3   ) acc: 51.0; ap: 61.6; r_acc: 95.0; f_acc: 7.0
2025-04-30 16:20:33,880 (25 Mean      ) acc: 53.0; ap: 60.5; r_acc: 95.4; f_acc: 10.6
2025-04-30 16:20:33,880 *************************
2025-04-30 16:20:33,880 sample
2025-04-30 16:20:33,880 2025-04-30 16:20:33
2025-04-30 16:21:18,456 (0 R3GAN       ) acc: 45.0; ap: 43.5; r_acc: 90.0; f_acc: 0.0
2025-04-30 16:22:31,266 (1 IP-Adapter  ) acc: 56.0; ap: 69.2; r_acc: 90.0; f_acc: 22.1
2025-04-30 16:25:03,905 (2 SocialRF    ) acc: 51.9; ap: 52.8; r_acc: 92.4; f_acc: 11.5
2025-04-30 16:26:17,276 (3 CommunityAI ) acc: 53.0; ap: 68.8; r_acc: 99.2; f_acc: 6.8
2025-04-30 16:27:37,369 (4 StyleGAN-XL ) acc: 75.0; ap: 85.9; r_acc: 90.2; f_acc: 59.9
2025-04-30 16:28:42,027 (5 Midjourney  ) acc: 43.4; ap: 42.1; r_acc: 74.8; f_acc: 11.9
2025-04-30 16:29:55,681 (6 FLUX1-dev   ) acc: 67.1; ap: 79.4; r_acc: 90.0; f_acc: 44.1
2025-04-30 16:30:45,217 (7 E4S         ) acc: 42.2; ap: 34.1; r_acc: 84.4; f_acc: 0.0
2025-04-30 16:32:13,303 (8 Imagen3     ) acc: 51.4; ap: 61.2; r_acc: 90.8; f_acc: 12.0
2025-04-30 16:32:51,645 (9 BLIP        ) acc: 97.5; ap: 99.9; r_acc: 99.4; f_acc: 95.6
2025-04-30 16:34:05,987 (10 SDXL        ) acc: 66.1; ap: 81.3; r_acc: 92.1; f_acc: 40.1
2025-04-30 16:35:18,371 (11 DALLE-3     ) acc: 56.5; ap: 68.0; r_acc: 90.8; f_acc: 22.1
2025-04-30 16:35:57,848 (12 GLIDE       ) acc: 48.6; ap: 55.4; r_acc: 93.0; f_acc: 4.1
2025-04-30 16:36:37,447 (13 InSwap      ) acc: 47.2; ap: 41.2; r_acc: 93.4; f_acc: 0.0
2025-04-30 16:37:16,994 (14 FaceSwap    ) acc: 47.3; ap: 40.4; r_acc: 93.5; f_acc: 0.0
2025-04-30 16:38:29,833 (15 StyleSwim   ) acc: 77.8; ap: 88.5; r_acc: 90.1; f_acc: 65.5
2025-04-30 16:38:58,892 (16 ProGAN      ) acc: 91.7; ap: 99.8; r_acc: 99.9; f_acc: 83.5
2025-04-30 16:39:52,378 (17 BlendFace   ) acc: 41.7; ap: 33.7; r_acc: 83.5; f_acc: 0.0
2025-04-30 16:41:18,133 (18 PhotoMaker  ) acc: 53.5; ap: 66.9; r_acc: 90.4; f_acc: 16.5
2025-04-30 16:42:42,273 (19 SD3         ) acc: 54.6; ap: 68.9; r_acc: 92.1; f_acc: 17.1
2025-04-30 16:44:03,436 (20 Infinite-ID ) acc: 52.1; ap: 66.2; r_acc: 91.5; f_acc: 12.7
2025-04-30 16:44:13,506 (21 WFIR        ) acc: 49.5; ap: 48.2; r_acc: 94.5; f_acc: 4.6
2025-04-30 16:44:53,638 (22 SimSwap     ) acc: 47.0; ap: 40.9; r_acc: 94.0; f_acc: 0.0
2025-04-30 16:46:39,322 (23 InstantID   ) acc: 77.2; ap: 87.4; r_acc: 90.6; f_acc: 63.7
2025-04-30 16:47:50,517 (24 StyleGAN3   ) acc: 62.2; ap: 74.1; r_acc: 89.9; f_acc: 34.5
2025-04-30 16:47:50,518 (25 Mean      ) acc: 58.2; ap: 63.9; r_acc: 91.2; f_acc: 25.1
2025-04-30 16:47:50,518 *************************