2025-04-24 08:06:05,094 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/4class-car-cat-chair-horse2025_03_28_15_06_37/model_epoch_last.pth
2025-04-24 08:06:44,351 AIGIBench
2025-04-24 08:06:44,351 2025-04-24 08:06:44
2025-04-24 08:08:31,807 (0 R3GAN       ) acc: 93.0; ap: 98.6; r_acc: 90.4; f_acc: 95.6
2025-04-24 08:10:17,898 (1 IP-Adapter  ) acc: 62.3; ap: 73.9; r_acc: 91.2; f_acc: 33.4
2025-04-24 08:12:47,594 (2 SocialRF    ) acc: 49.2; ap: 46.2; r_acc: 91.2; f_acc: 7.2
2025-04-24 08:15:05,822 (3 CommunityAI ) acc: 49.9; ap: 50.0; r_acc: 97.3; f_acc: 2.4
2025-04-24 08:16:52,297 (4 StyleGAN-XL ) acc: 87.1; ap: 95.0; r_acc: 90.5; f_acc: 83.7
2025-04-24 08:18:13,635 (5 Midjourney  ) acc: 44.8; ap: 35.6; r_acc: 86.8; f_acc: 2.7
2025-04-24 08:20:00,408 (6 FLUX1-dev   ) acc: 46.3; ap: 39.6; r_acc: 90.1; f_acc: 2.4
2025-04-24 08:21:49,412 (7 E4S         ) acc: 72.4; ap: 82.5; r_acc: 89.6; f_acc: 55.1
2025-04-24 08:23:36,668 (8 Imagen3     ) acc: 48.1; ap: 44.1; r_acc: 90.7; f_acc: 5.5
2025-04-24 08:25:24,201 (9 BLIP        ) acc: 57.8; ap: 68.9; r_acc: 92.5; f_acc: 23.1
2025-04-24 08:27:11,512 (10 SDXL        ) acc: 50.7; ap: 53.6; r_acc: 91.9; f_acc: 9.6
2025-04-24 08:28:46,301 (11 DALLE-3     ) acc: 46.8; ap: 38.4; r_acc: 91.2; f_acc: 2.5
2025-04-24 08:30:33,169 (12 GLIDE       ) acc: 69.4; ap: 81.7; r_acc: 91.8; f_acc: 47.0
2025-04-24 08:32:19,067 (13 InSwap      ) acc: 48.9; ap: 48.2; r_acc: 90.7; f_acc: 6.2
2025-04-24 08:34:04,522 (14 FaceSwap    ) acc: 69.3; ap: 79.4; r_acc: 91.0; f_acc: 47.1
2025-04-24 08:35:50,811 (15 StyleSwim   ) acc: 94.5; ap: 99.3; r_acc: 90.6; f_acc: 98.3
2025-04-24 08:37:22,977 (16 ProGAN      ) acc: 99.5; ap: 100.0; r_acc: 99.9; f_acc: 99.1
2025-04-24 08:39:16,177 (17 BlendFace   ) acc: 47.2; ap: 42.7; r_acc: 89.2; f_acc: 5.1
2025-04-24 08:41:02,377 (18 PhotoMaker  ) acc: 47.0; ap: 41.4; r_acc: 90.4; f_acc: 3.6
2025-04-24 08:42:54,489 (19 SD3         ) acc: 49.0; ap: 48.6; r_acc: 91.9; f_acc: 6.0
2025-04-24 08:44:43,529 (20 Infinite-ID ) acc: 72.4; ap: 84.2; r_acc: 91.1; f_acc: 53.8
2025-04-24 08:45:16,584 (21 WFIR        ) acc: 91.0; ap: 97.8; r_acc: 88.0; f_acc: 94.0
2025-04-24 08:47:04,394 (22 SimSwap     ) acc: 50.1; ap: 51.5; r_acc: 90.8; f_acc: 9.4
2025-04-24 08:48:50,905 (23 InstantID   ) acc: 67.4; ap: 79.5; r_acc: 90.6; f_acc: 44.2
2025-04-24 08:50:38,068 (24 StyleGAN3   ) acc: 68.4; ap: 79.0; r_acc: 88.6; f_acc: 48.1
2025-04-24 08:50:38,068 (25 Mean      ) acc: 63.3; ap: 66.4; r_acc: 91.1; f_acc: 35.4
2025-04-24 08:50:38,068 *************************
2025-05-12 05:24:48,976 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/4class-car-cat-chair-horse2025_03_28_15_06_37/model_epoch_last.pth
2025-05-12 05:25:12,231 AIGIBench    # crop
2025-05-12 05:25:12,231 2025-05-12 05:25:12
2025-05-12 05:26:56,175 (0 R3GAN       ) acc: 80.0; ap: 90.2; r_acc: 82.2; f_acc: 77.8
2025-05-12 05:28:59,912 (1 IP-Adapter  ) acc: 52.5; ap: 57.1; r_acc: 81.8; f_acc: 23.2
2025-05-12 05:33:06,547 (2 SocialRF    ) acc: 52.2; ap: 54.1; r_acc: 76.5; f_acc: 28.0
2025-05-12 05:35:27,938 (3 CommunityAI ) acc: 50.9; ap: 55.9; r_acc: 97.6; f_acc: 4.2
2025-05-12 05:37:19,682 (4 StyleGAN-XL ) acc: 89.1; ap: 94.8; r_acc: 82.0; f_acc: 96.1
2025-05-12 05:39:00,152 (5 Midjourney  ) acc: 37.7; ap: 37.0; r_acc: 63.3; f_acc: 12.1
2025-05-12 05:40:47,464 (6 FLUX1-dev   ) acc: 42.9; ap: 35.7; r_acc: 82.2; f_acc: 3.6
2025-05-12 05:42:30,092 (7 E4S         ) acc: 63.9; ap: 71.2; r_acc: 76.8; f_acc: 51.1
2025-05-12 05:44:14,212 (8 Imagen3     ) acc: 46.3; ap: 44.1; r_acc: 82.4; f_acc: 10.3
2025-05-12 05:46:18,151 (9 BLIP        ) acc: 70.1; ap: 82.5; r_acc: 91.7; f_acc: 48.6
2025-05-12 05:49:01,662 (10 SDXL        ) acc: 49.1; ap: 50.2; r_acc: 85.2; f_acc: 12.9
2025-05-12 05:50:54,138 (11 DALLE-3     ) acc: 44.1; ap: 38.0; r_acc: 82.4; f_acc: 5.8
2025-05-12 05:52:41,398 (12 GLIDE       ) acc: 62.8; ap: 72.2; r_acc: 86.1; f_acc: 39.5
2025-05-12 05:54:41,868 (13 InSwap      ) acc: 47.3; ap: 47.1; r_acc: 86.1; f_acc: 7.5
2025-05-12 05:56:27,721 (14 FaceSwap    ) acc: 68.0; ap: 76.6; r_acc: 85.4; f_acc: 50.2
2025-05-12 05:58:20,590 (15 StyleSwim   ) acc: 85.3; ap: 93.0; r_acc: 82.4; f_acc: 88.1
2025-05-12 05:59:55,594 (16 ProGAN      ) acc: 98.8; ap: 100.0; r_acc: 100.0; f_acc: 97.7
2025-05-12 06:02:17,874 (17 BlendFace   ) acc: 39.9; ap: 38.2; r_acc: 74.2; f_acc: 5.7
2025-05-12 06:05:23,080 (18 PhotoMaker  ) acc: 43.5; ap: 38.2; r_acc: 82.1; f_acc: 4.9
2025-05-12 06:08:10,006 (19 SD3         ) acc: 52.5; ap: 55.6; r_acc: 85.2; f_acc: 19.8
2025-05-12 06:10:33,500 (20 Infinite-ID ) acc: 53.9; ap: 58.1; r_acc: 84.2; f_acc: 23.7
2025-05-12 06:11:04,934 (21 WFIR        ) acc: 89.9; ap: 97.6; r_acc: 82.5; f_acc: 97.3
2025-05-12 06:12:49,576 (22 SimSwap     ) acc: 48.8; ap: 51.0; r_acc: 85.1; f_acc: 12.5
2025-05-12 06:15:02,056 (23 InstantID   ) acc: 44.8; ap: 40.7; r_acc: 82.8; f_acc: 6.9
2025-05-12 06:16:48,020 (24 StyleGAN3   ) acc: 64.9; ap: 75.7; r_acc: 81.8; f_acc: 48.0
2025-05-12 06:16:48,021 (25 Mean      ) acc: 59.2; ap: 62.2; r_acc: 83.3; f_acc: 35.0
2025-05-12 06:16:48,021 *************************
2025-05-14 14:42:29,093 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/4class-car-cat-chair-horse2025_03_28_15_06_37/model_epoch_last.pth
2025-05-14 14:45:23,171 jpeg
2025-05-14 14:45:23,171 2025-05-14 14:45:23
2025-05-14 14:47:06,836 (0 R3GAN       ) acc: 68.9; ap: 77.9; r_acc: 83.2; f_acc: 54.6
2025-05-14 14:48:50,920 (1 IP-Adapter  ) acc: 49.0; ap: 52.0; r_acc: 82.6; f_acc: 15.4
2025-05-14 14:51:07,851 (2 SocialRF    ) acc: 50.1; ap: 48.1; r_acc: 95.1; f_acc: 5.1
2025-05-14 14:53:43,191 (3 CommunityAI ) acc: 49.7; ap: 53.6; r_acc: 96.8; f_acc: 2.6
2025-05-14 14:55:38,656 (4 StyleGAN-XL ) acc: 70.6; ap: 80.3; r_acc: 82.2; f_acc: 58.9
2025-05-14 14:57:02,997 (5 Midjourney  ) acc: 47.5; ap: 35.6; r_acc: 93.7; f_acc: 1.4
2025-05-14 14:59:09,853 (6 FLUX1-dev   ) acc: 41.6; ap: 34.6; r_acc: 82.7; f_acc: 0.4
2025-05-14 15:01:09,197 (7 E4S         ) acc: 80.6; ap: 89.4; r_acc: 88.9; f_acc: 72.4
2025-05-14 15:02:53,439 (8 Imagen3     ) acc: 42.9; ap: 37.9; r_acc: 82.7; f_acc: 3.0
2025-05-14 15:04:37,658 (9 BLIP        ) acc: 39.2; ap: 39.8; r_acc: 73.7; f_acc: 4.7
2025-05-14 15:06:21,689 (10 SDXL        ) acc: 44.2; ap: 40.3; r_acc: 86.2; f_acc: 2.4
2025-05-14 15:07:54,601 (11 DALLE-3     ) acc: 42.7; ap: 36.8; r_acc: 83.0; f_acc: 2.4
2025-05-14 15:09:45,899 (12 GLIDE       ) acc: 54.7; ap: 60.5; r_acc: 80.6; f_acc: 28.8
2025-05-14 15:11:28,949 (13 InSwap      ) acc: 55.8; ap: 60.1; r_acc: 80.5; f_acc: 30.5
2025-05-14 15:13:12,090 (14 FaceSwap    ) acc: 70.4; ap: 79.1; r_acc: 79.9; f_acc: 60.6
2025-05-14 15:14:56,503 (15 StyleSwim   ) acc: 85.8; ap: 94.5; r_acc: 82.4; f_acc: 89.1
2025-05-14 15:16:27,913 (16 ProGAN      ) acc: 89.2; ap: 96.9; r_acc: 97.4; f_acc: 81.1
2025-05-14 15:18:12,546 (17 BlendFace   ) acc: 60.3; ap: 71.1; r_acc: 89.8; f_acc: 31.0
2025-05-14 15:19:56,973 (18 PhotoMaker  ) acc: 43.4; ap: 40.7; r_acc: 82.5; f_acc: 4.4
2025-05-14 15:21:41,268 (19 SD3         ) acc: 44.8; ap: 42.0; r_acc: 86.2; f_acc: 3.6
2025-05-14 15:23:25,587 (20 Infinite-ID ) acc: 66.8; ap: 77.2; r_acc: 84.2; f_acc: 49.5
2025-05-14 15:23:51,852 (21 WFIR        ) acc: 84.2; ap: 94.8; r_acc: 95.1; f_acc: 73.2
2025-05-14 15:25:36,370 (22 SimSwap     ) acc: 57.9; ap: 64.2; r_acc: 80.0; f_acc: 35.7
2025-05-14 15:27:21,085 (23 InstantID   ) acc: 48.9; ap: 51.3; r_acc: 82.1; f_acc: 15.7
2025-05-14 15:29:04,687 (24 StyleGAN3   ) acc: 60.1; ap: 68.5; r_acc: 84.4; f_acc: 35.9
2025-05-14 15:29:04,687 (25 Mean      ) acc: 58.0; ap: 61.1; r_acc: 85.4; f_acc: 30.5
2025-05-14 15:29:04,687 *************************
2025-05-14 15:29:04,687 noise
2025-05-14 15:29:04,687 2025-05-14 15:29:04
2025-05-14 15:31:15,461 (0 R3GAN       ) acc: 72.5; ap: 81.9; r_acc: 81.9; f_acc: 63.2
2025-05-14 15:36:47,816 (1 IP-Adapter  ) acc: 52.4; ap: 56.2; r_acc: 81.6; f_acc: 23.3
2025-05-14 15:45:08,800 (2 SocialRF    ) acc: 48.4; ap: 43.0; r_acc: 91.6; f_acc: 5.3
2025-05-14 15:49:26,424 (3 CommunityAI ) acc: 49.5; ap: 46.2; r_acc: 97.5; f_acc: 1.5
2025-05-14 15:52:10,993 (4 StyleGAN-XL ) acc: 74.9; ap: 83.4; r_acc: 82.1; f_acc: 67.8
2025-05-14 15:55:25,836 (5 Midjourney  ) acc: 46.3; ap: 34.3; r_acc: 91.4; f_acc: 1.2
2025-05-14 15:59:17,801 (6 FLUX1-dev   ) acc: 41.3; ap: 35.5; r_acc: 81.9; f_acc: 0.7
2025-05-14 16:02:09,939 (7 E4S         ) acc: 71.2; ap: 79.6; r_acc: 87.6; f_acc: 54.9
2025-05-14 16:06:23,406 (8 Imagen3     ) acc: 42.1; ap: 37.2; r_acc: 82.4; f_acc: 1.7
2025-05-14 16:08:09,960 (9 BLIP        ) acc: 41.5; ap: 43.4; r_acc: 73.4; f_acc: 9.7
2025-05-14 16:12:07,932 (10 SDXL        ) acc: 45.5; ap: 44.4; r_acc: 86.2; f_acc: 4.8
2025-05-14 16:16:04,139 (11 DALLE-3     ) acc: 41.9; ap: 35.7; r_acc: 82.7; f_acc: 1.2
2025-05-14 16:18:03,698 (12 GLIDE       ) acc: 55.0; ap: 59.1; r_acc: 80.6; f_acc: 29.4
2025-05-14 16:19:47,043 (13 InSwap      ) acc: 45.9; ap: 46.3; r_acc: 79.9; f_acc: 11.1
2025-05-14 16:21:30,440 (14 FaceSwap    ) acc: 65.9; ap: 69.0; r_acc: 79.0; f_acc: 52.5
2025-05-14 16:23:54,898 (15 StyleSwim   ) acc: 88.3; ap: 96.7; r_acc: 81.2; f_acc: 95.4
2025-05-14 16:25:34,337 (16 ProGAN      ) acc: 95.0; ap: 99.5; r_acc: 99.4; f_acc: 90.6
2025-05-14 16:27:41,327 (17 BlendFace   ) acc: 48.7; ap: 48.6; r_acc: 88.7; f_acc: 8.6
2025-05-14 16:31:15,128 (18 PhotoMaker  ) acc: 41.7; ap: 37.4; r_acc: 81.5; f_acc: 1.9
2025-05-14 16:35:34,053 (19 SD3         ) acc: 44.3; ap: 41.5; r_acc: 85.8; f_acc: 2.8
2025-05-14 16:40:02,410 (20 Infinite-ID ) acc: 63.9; ap: 70.2; r_acc: 83.0; f_acc: 44.8
2025-05-14 16:40:33,282 (21 WFIR        ) acc: 87.3; ap: 96.6; r_acc: 95.3; f_acc: 79.3
2025-05-14 16:42:34,042 (22 SimSwap     ) acc: 46.6; ap: 48.1; r_acc: 79.8; f_acc: 13.5
2025-05-14 16:47:24,789 (23 InstantID   ) acc: 57.7; ap: 62.8; r_acc: 82.0; f_acc: 33.4
2025-05-14 16:51:08,482 (24 StyleGAN3   ) acc: 60.1; ap: 67.9; r_acc: 93.2; f_acc: 27.0
2025-05-14 16:51:08,482 (25 Mean      ) acc: 57.1; ap: 58.6; r_acc: 85.2; f_acc: 29.0
2025-05-14 16:51:08,482 *************************
2025-05-14 16:51:08,482 sample
2025-05-14 16:51:08,482 2025-05-14 16:51:08
2025-05-14 16:52:52,412 (0 R3GAN       ) acc: 84.9; ap: 94.7; r_acc: 73.1; f_acc: 96.7
2025-05-14 16:54:36,727 (1 IP-Adapter  ) acc: 52.7; ap: 54.3; r_acc: 72.6; f_acc: 32.8
2025-05-14 16:56:07,475 (2 SocialRF    ) acc: 49.4; ap: 46.6; r_acc: 91.5; f_acc: 7.3
2025-05-14 16:58:24,583 (3 CommunityAI ) acc: 49.4; ap: 47.7; r_acc: 96.2; f_acc: 2.5
2025-05-14 17:00:09,089 (4 StyleGAN-XL ) acc: 77.5; ap: 83.0; r_acc: 72.6; f_acc: 82.4
2025-05-14 17:01:21,604 (5 Midjourney  ) acc: 44.4; ap: 35.0; r_acc: 86.3; f_acc: 2.4
2025-05-14 17:03:06,258 (6 FLUX1-dev   ) acc: 37.6; ap: 36.6; r_acc: 72.9; f_acc: 2.2
2025-05-14 17:04:49,780 (7 E4S         ) acc: 69.4; ap: 74.5; r_acc: 81.5; f_acc: 57.2
2025-05-14 17:06:34,300 (8 Imagen3     ) acc: 38.9; ap: 38.3; r_acc: 72.7; f_acc: 5.0
2025-05-14 17:08:18,760 (9 BLIP        ) acc: 43.2; ap: 45.5; r_acc: 61.0; f_acc: 25.5
2025-05-14 17:10:03,074 (10 SDXL        ) acc: 43.8; ap: 45.6; r_acc: 78.9; f_acc: 8.6
2025-05-14 17:11:36,094 (11 DALLE-3     ) acc: 38.0; ap: 35.7; r_acc: 73.8; f_acc: 2.1
2025-05-14 17:13:20,473 (12 GLIDE       ) acc: 61.1; ap: 64.1; r_acc: 71.5; f_acc: 50.7
2025-05-14 17:15:03,674 (13 InSwap      ) acc: 41.4; ap: 43.2; r_acc: 70.4; f_acc: 11.7
2025-05-14 17:16:46,737 (14 FaceSwap    ) acc: 58.4; ap: 61.0; r_acc: 69.8; f_acc: 46.7
2025-05-14 17:18:31,218 (15 StyleSwim   ) acc: 85.8; ap: 97.0; r_acc: 73.3; f_acc: 98.2
2025-05-14 17:20:02,634 (16 ProGAN      ) acc: 97.5; ap: 99.8; r_acc: 99.4; f_acc: 95.6
2025-05-14 17:21:47,898 (17 BlendFace   ) acc: 45.4; ap: 44.2; r_acc: 82.3; f_acc: 8.4
2025-05-14 17:23:32,163 (18 PhotoMaker  ) acc: 38.0; ap: 37.2; r_acc: 73.0; f_acc: 2.9
2025-05-14 17:25:16,533 (19 SD3         ) acc: 42.2; ap: 43.0; r_acc: 78.9; f_acc: 5.5
2025-05-14 17:27:00,905 (20 Infinite-ID ) acc: 63.1; ap: 66.4; r_acc: 76.3; f_acc: 49.9
2025-05-14 17:27:27,254 (21 WFIR        ) acc: 89.4; ap: 96.9; r_acc: 94.1; f_acc: 84.7
2025-05-14 17:29:11,406 (22 SimSwap     ) acc: 41.9; ap: 44.0; r_acc: 70.2; f_acc: 13.6
2025-05-14 17:30:56,070 (23 InstantID   ) acc: 57.4; ap: 59.2; r_acc: 73.7; f_acc: 41.1
2025-05-14 17:32:40,355 (24 StyleGAN3   ) acc: 63.5; ap: 71.5; r_acc: 77.8; f_acc: 49.2
2025-05-14 17:32:40,356 (25 Mean      ) acc: 56.6; ap: 58.6; r_acc: 77.8; f_acc: 35.3
2025-05-14 17:32:40,356 *************************
2025-04-24 09:05:04,046 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.42025_04_03_01_49_30/model_epoch_last.pth
2025-04-24 09:05:42,549 AIGIBench
2025-04-24 09:05:42,549 2025-04-24 09:05:42
2025-04-24 09:07:30,361 (0 R3GAN       ) acc: 83.5; ap: 91.2; r_acc: 72.9; f_acc: 94.1
2025-04-24 09:09:16,767 (1 IP-Adapter  ) acc: 82.6; ap: 87.3; r_acc: 73.3; f_acc: 92.0
2025-04-24 09:11:55,519 (2 SocialRF    ) acc: 54.4; ap: 55.2; r_acc: 53.3; f_acc: 55.5
2025-04-24 09:14:14,092 (3 CommunityAI ) acc: 67.0; ap: 73.2; r_acc: 82.8; f_acc: 51.2
2025-04-24 09:16:00,629 (4 StyleGAN-XL ) acc: 84.6; ap: 93.3; r_acc: 72.5; f_acc: 96.7
2025-04-24 09:17:22,408 (5 Midjourney  ) acc: 65.3; ap: 61.5; r_acc: 50.0; f_acc: 80.6
2025-04-24 09:19:09,872 (6 FLUX1-dev   ) acc: 80.0; ap: 79.5; r_acc: 73.3; f_acc: 86.6
2025-04-24 09:20:54,697 (7 E4S         ) acc: 57.0; ap: 57.1; r_acc: 67.0; f_acc: 46.9
2025-04-24 09:22:41,105 (8 Imagen3     ) acc: 78.9; ap: 79.3; r_acc: 73.6; f_acc: 84.2
2025-04-24 09:24:28,464 (9 BLIP        ) acc: 88.6; ap: 95.8; r_acc: 85.1; f_acc: 92.1
2025-04-24 09:26:15,714 (10 SDXL        ) acc: 84.7; ap: 88.0; r_acc: 78.4; f_acc: 91.0
2025-04-24 09:27:50,401 (11 DALLE-3     ) acc: 75.1; ap: 76.4; r_acc: 74.9; f_acc: 75.2
2025-04-24 09:29:37,023 (12 GLIDE       ) acc: 76.7; ap: 80.3; r_acc: 78.2; f_acc: 75.2
2025-04-24 09:31:22,669 (13 InSwap      ) acc: 43.7; ap: 40.2; r_acc: 78.4; f_acc: 8.2
2025-04-24 09:33:08,215 (14 FaceSwap    ) acc: 53.1; ap: 52.4; r_acc: 78.4; f_acc: 27.3
2025-04-24 09:34:54,946 (15 StyleSwim   ) acc: 86.4; ap: 95.2; r_acc: 74.7; f_acc: 98.1
2025-04-24 09:36:27,155 (16 ProGAN      ) acc: 98.4; ap: 99.9; r_acc: 97.9; f_acc: 98.9
2025-04-24 09:38:21,091 (17 BlendFace   ) acc: 35.0; ap: 35.3; r_acc: 64.6; f_acc: 5.5
2025-04-24 09:40:07,217 (18 PhotoMaker  ) acc: 69.3; ap: 72.3; r_acc: 73.3; f_acc: 65.2
2025-04-24 09:41:59,429 (19 SD3         ) acc: 84.5; ap: 87.2; r_acc: 78.4; f_acc: 90.6
2025-04-24 09:43:48,265 (20 Infinite-ID ) acc: 84.5; ap: 89.6; r_acc: 75.2; f_acc: 93.8
2025-04-24 09:44:21,317 (21 WFIR        ) acc: 70.0; ap: 82.0; r_acc: 48.0; f_acc: 91.9
2025-04-24 09:46:09,261 (22 SimSwap     ) acc: 43.7; ap: 40.4; r_acc: 78.8; f_acc: 8.6
2025-04-24 09:47:56,443 (23 InstantID   ) acc: 85.4; ap: 93.5; r_acc: 74.0; f_acc: 96.9
2025-04-24 09:49:43,515 (24 StyleGAN3   ) acc: 79.6; ap: 84.5; r_acc: 76.5; f_acc: 82.6
2025-04-24 09:49:43,515 (25 Mean      ) acc: 72.5; ap: 75.6; r_acc: 73.3; f_acc: 71.5
2025-04-24 09:49:43,515 *************************
2025-05-08 13:35:35,485 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.42025_04_03_01_49_30/model_epoch_last.pth
2025-05-08 13:36:17,688 AIGIBench     # crop
2025-05-08 13:36:17,688 2025-05-08 13:36:17
2025-05-08 13:39:39,870 (0 R3GAN       ) acc: 80.3; ap: 84.4; r_acc: 76.7; f_acc: 83.8
2025-05-08 13:43:07,071 (1 IP-Adapter  ) acc: 78.3; ap: 82.2; r_acc: 76.6; f_acc: 80.0
2025-05-08 13:46:09,307 (2 SocialRF    ) acc: 48.7; ap: 49.2; r_acc: 58.8; f_acc: 38.6
2025-05-08 13:50:42,844 (3 CommunityAI ) acc: 59.4; ap: 65.6; r_acc: 84.9; f_acc: 33.8
2025-05-08 13:54:09,714 (4 StyleGAN-XL ) acc: 87.6; ap: 93.1; r_acc: 76.7; f_acc: 98.5
2025-05-08 13:56:37,171 (5 Midjourney  ) acc: 57.0; ap: 55.5; r_acc: 47.2; f_acc: 66.7
2025-05-08 14:00:04,316 (6 FLUX1-dev   ) acc: 77.8; ap: 79.7; r_acc: 76.2; f_acc: 79.5
2025-05-08 14:03:29,825 (7 E4S         ) acc: 49.3; ap: 49.3; r_acc: 67.1; f_acc: 31.4
2025-05-08 14:06:56,475 (8 Imagen3     ) acc: 71.8; ap: 72.8; r_acc: 75.9; f_acc: 67.6
2025-05-08 14:10:24,702 (9 BLIP        ) acc: 89.3; ap: 96.3; r_acc: 92.0; f_acc: 86.6
2025-05-08 14:13:52,566 (10 SDXL        ) acc: 71.7; ap: 73.1; r_acc: 79.8; f_acc: 63.7
2025-05-08 14:16:56,649 (11 DALLE-3     ) acc: 44.5; ap: 43.4; r_acc: 76.6; f_acc: 12.3
2025-05-08 14:20:16,879 (12 GLIDE       ) acc: 78.2; ap: 82.1; r_acc: 81.9; f_acc: 74.5
2025-05-08 14:23:41,885 (13 InSwap      ) acc: 43.0; ap: 37.9; r_acc: 81.9; f_acc: 3.3
2025-05-08 14:27:08,632 (14 FaceSwap    ) acc: 50.2; ap: 50.4; r_acc: 82.4; f_acc: 17.4
2025-05-08 14:30:42,881 (15 StyleSwim   ) acc: 81.7; ap: 86.2; r_acc: 76.4; f_acc: 87.0
2025-05-08 14:33:46,186 (16 ProGAN      ) acc: 97.9; ap: 99.8; r_acc: 98.6; f_acc: 97.2
2025-05-08 14:37:19,908 (17 BlendFace   ) acc: 33.3; ap: 33.5; r_acc: 64.3; f_acc: 2.4
2025-05-08 14:40:46,564 (18 PhotoMaker  ) acc: 53.6; ap: 55.1; r_acc: 76.8; f_acc: 30.4
2025-05-08 14:44:13,963 (19 SD3         ) acc: 75.9; ap: 77.8; r_acc: 79.8; f_acc: 72.1
2025-05-08 14:47:41,248 (20 Infinite-ID ) acc: 64.9; ap: 67.3; r_acc: 78.0; f_acc: 51.8
2025-05-08 14:48:34,974 (21 WFIR        ) acc: 82.4; ap: 88.9; r_acc: 74.5; f_acc: 90.3
2025-05-08 14:52:02,233 (22 SimSwap     ) acc: 43.5; ap: 38.6; r_acc: 82.2; f_acc: 4.8
2025-05-08 14:55:29,198 (23 InstantID   ) acc: 60.0; ap: 62.2; r_acc: 77.0; f_acc: 43.1
2025-05-08 14:58:55,388 (24 StyleGAN3   ) acc: 82.1; ap: 84.9; r_acc: 79.4; f_acc: 84.9
2025-05-08 14:58:55,388 (25 Mean      ) acc: 66.5; ap: 68.4; r_acc: 76.9; f_acc: 56.1
2025-05-08 14:58:55,388 *************************
2025-04-30 01:48:21,017 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.42025_04_03_01_49_30/model_epoch_last.pth
2025-04-30 01:49:41,169 jpeg
2025-04-30 01:49:41,170 2025-04-30 01:49:41
2025-04-30 01:52:34,165 (0 R3GAN       ) acc: 53.1; ap: 60.4; r_acc: 92.0; f_acc: 14.2
2025-04-30 01:55:44,496 (1 IP-Adapter  ) acc: 69.7; ap: 83.7; r_acc: 91.8; f_acc: 47.5
2025-04-30 01:58:10,966 (2 SocialRF    ) acc: 50.0; ap: 50.8; r_acc: 69.6; f_acc: 30.3
2025-04-30 02:02:08,688 (3 CommunityAI ) acc: 62.1; ap: 77.6; r_acc: 95.1; f_acc: 29.1
2025-04-30 02:05:19,838 (4 StyleGAN-XL ) acc: 78.8; ap: 89.9; r_acc: 91.8; f_acc: 65.8
2025-04-30 02:07:18,515 (5 Midjourney  ) acc: 55.2; ap: 58.3; r_acc: 81.7; f_acc: 28.6
2025-04-30 02:10:24,972 (6 FLUX1-dev   ) acc: 64.2; ap: 77.3; r_acc: 91.9; f_acc: 36.5
2025-04-30 02:13:34,095 (7 E4S         ) acc: 58.9; ap: 67.4; r_acc: 89.0; f_acc: 28.9
2025-04-30 02:16:39,944 (8 Imagen3     ) acc: 57.3; ap: 69.9; r_acc: 91.4; f_acc: 23.1
2025-04-30 02:19:52,201 (9 BLIP        ) acc: 61.7; ap: 81.2; r_acc: 97.1; f_acc: 26.2
2025-04-30 02:23:05,665 (10 SDXL        ) acc: 66.2; ap: 82.5; r_acc: 93.6; f_acc: 38.9
2025-04-30 02:25:40,090 (11 DALLE-3     ) acc: 62.3; ap: 76.1; r_acc: 92.4; f_acc: 32.1
2025-04-30 02:28:22,417 (12 GLIDE       ) acc: 48.4; ap: 46.5; r_acc: 94.0; f_acc: 2.7
2025-04-30 02:31:01,206 (13 InSwap      ) acc: 50.4; ap: 50.0; r_acc: 94.4; f_acc: 5.4
2025-04-30 02:34:00,929 (14 FaceSwap    ) acc: 53.2; ap: 58.3; r_acc: 93.4; f_acc: 12.0
2025-04-30 02:36:51,281 (15 StyleSwim   ) acc: 87.1; ap: 94.9; r_acc: 92.1; f_acc: 82.1
2025-04-30 02:39:26,434 (16 ProGAN      ) acc: 65.2; ap: 90.5; r_acc: 99.6; f_acc: 30.8
2025-04-30 02:41:30,540 (17 BlendFace   ) acc: 45.5; ap: 40.7; r_acc: 88.0; f_acc: 3.2
2025-04-30 02:44:46,290 (18 PhotoMaker  ) acc: 58.2; ap: 70.7; r_acc: 92.0; f_acc: 24.4
2025-04-30 02:46:44,585 (19 SD3         ) acc: 61.6; ap: 78.2; r_acc: 93.6; f_acc: 29.7
2025-04-30 02:48:30,375 (20 Infinite-ID ) acc: 75.0; ap: 88.0; r_acc: 92.1; f_acc: 58.0
2025-04-30 02:49:04,046 (21 WFIR        ) acc: 70.4; ap: 79.3; r_acc: 80.6; f_acc: 60.2
2025-04-30 02:50:49,235 (22 SimSwap     ) acc: 49.8; ap: 48.7; r_acc: 94.3; f_acc: 5.4
2025-04-30 02:52:42,827 (23 InstantID   ) acc: 84.5; ap: 93.8; r_acc: 91.7; f_acc: 77.3
2025-04-30 02:54:27,483 (24 StyleGAN3   ) acc: 62.7; ap: 75.2; r_acc: 93.0; f_acc: 32.5
2025-04-30 02:54:27,484 (25 Mean      ) acc: 62.1; ap: 71.6; r_acc: 91.1; f_acc: 33.0
2025-04-30 02:54:27,484 *************************
2025-04-30 02:54:27,484 noise
2025-04-30 02:54:27,484 2025-04-30 02:54:27
2025-04-30 02:56:13,353 (0 R3GAN       ) acc: 66.5; ap: 70.8; r_acc: 77.1; f_acc: 56.0
2025-04-30 02:58:01,027 (1 IP-Adapter  ) acc: 81.8; ap: 86.7; r_acc: 77.3; f_acc: 86.3
2025-04-30 03:12:58,470 (2 SocialRF    ) acc: 50.4; ap: 50.8; r_acc: 48.2; f_acc: 52.6
2025-04-30 03:22:42,675 (3 CommunityAI ) acc: 69.5; ap: 78.6; r_acc: 87.3; f_acc: 51.8
2025-04-30 03:29:08,456 (4 StyleGAN-XL ) acc: 85.1; ap: 91.7; r_acc: 77.8; f_acc: 92.4
2025-04-30 03:31:16,030 (5 Midjourney  ) acc: 64.2; ap: 62.0; r_acc: 59.6; f_acc: 68.8
2025-04-30 03:41:05,611 (6 FLUX1-dev   ) acc: 77.2; ap: 79.4; r_acc: 78.0; f_acc: 76.5
2025-04-30 03:46:37,396 (7 E4S         ) acc: 54.3; ap: 54.5; r_acc: 73.5; f_acc: 35.1
2025-04-30 03:54:41,724 (8 Imagen3     ) acc: 74.4; ap: 76.5; r_acc: 77.2; f_acc: 71.5
2025-04-30 03:58:05,281 (9 BLIP        ) acc: 77.9; ap: 88.1; r_acc: 86.3; f_acc: 69.6
2025-04-30 04:00:52,041 (10 SDXL        ) acc: 82.1; ap: 86.0; r_acc: 83.4; f_acc: 80.8
2025-04-30 04:03:51,670 (11 DALLE-3     ) acc: 73.9; ap: 76.9; r_acc: 79.4; f_acc: 68.4
2025-04-30 04:07:09,211 (12 GLIDE       ) acc: 48.5; ap: 50.5; r_acc: 81.4; f_acc: 15.6
2025-04-30 04:10:04,818 (13 InSwap      ) acc: 43.1; ap: 39.3; r_acc: 81.7; f_acc: 3.7
2025-04-30 04:13:26,511 (14 FaceSwap    ) acc: 50.9; ap: 50.3; r_acc: 81.0; f_acc: 20.2
2025-04-30 04:16:28,613 (15 StyleSwim   ) acc: 86.9; ap: 94.7; r_acc: 78.4; f_acc: 95.4
2025-04-30 04:18:33,980 (16 ProGAN      ) acc: 84.3; ap: 95.9; r_acc: 97.4; f_acc: 71.1
2025-04-30 04:21:27,027 (17 BlendFace   ) acc: 37.2; ap: 35.9; r_acc: 71.2; f_acc: 3.3
2025-04-30 04:24:41,640 (18 PhotoMaker  ) acc: 64.7; ap: 69.8; r_acc: 78.2; f_acc: 51.2
2025-04-30 04:30:00,479 (19 SD3         ) acc: 80.9; ap: 84.7; r_acc: 83.2; f_acc: 78.6
2025-04-30 04:34:54,604 (20 Infinite-ID ) acc: 84.8; ap: 89.4; r_acc: 80.2; f_acc: 89.4
2025-04-30 04:35:37,192 (21 WFIR        ) acc: 74.2; ap: 82.9; r_acc: 76.4; f_acc: 72.1
2025-04-30 04:38:37,529 (22 SimSwap     ) acc: 43.4; ap: 39.5; r_acc: 82.2; f_acc: 4.6
2025-04-30 04:46:05,078 (23 InstantID   ) acc: 86.4; ap: 93.6; r_acc: 78.6; f_acc: 94.1
2025-04-30 04:50:14,414 (24 StyleGAN3   ) acc: 70.6; ap: 77.7; r_acc: 82.8; f_acc: 58.5
2025-04-30 04:50:14,414 (25 Mean      ) acc: 68.5; ap: 72.2; r_acc: 78.3; f_acc: 58.7
2025-04-30 04:50:14,414 *************************
2025-04-30 04:50:14,414 sample
2025-04-30 04:50:14,414 2025-04-30 04:50:14
2025-04-30 04:53:32,035 (0 R3GAN       ) acc: 78.6; ap: 82.9; r_acc: 75.7; f_acc: 81.5
2025-04-30 04:55:56,867 (1 IP-Adapter  ) acc: 83.8; ap: 88.3; r_acc: 76.1; f_acc: 91.5
2025-04-30 04:59:27,143 (2 SocialRF    ) acc: 54.4; ap: 54.9; r_acc: 53.7; f_acc: 55.0
2025-04-30 05:03:49,590 (3 CommunityAI ) acc: 67.1; ap: 75.0; r_acc: 86.1; f_acc: 48.2
2025-04-30 05:06:34,339 (4 StyleGAN-XL ) acc: 86.1; ap: 93.8; r_acc: 75.9; f_acc: 96.2
2025-04-30 05:08:47,268 (5 Midjourney  ) acc: 63.5; ap: 58.8; r_acc: 51.5; f_acc: 75.5
2025-04-30 05:11:57,695 (6 FLUX1-dev   ) acc: 80.6; ap: 80.5; r_acc: 75.6; f_acc: 85.6
2025-04-30 05:14:53,327 (7 E4S         ) acc: 54.5; ap: 53.5; r_acc: 69.6; f_acc: 39.4
2025-04-30 05:18:13,175 (8 Imagen3     ) acc: 79.2; ap: 80.0; r_acc: 76.0; f_acc: 82.4
2025-04-30 05:21:26,007 (9 BLIP        ) acc: 88.1; ap: 95.7; r_acc: 89.2; f_acc: 87.0
2025-04-30 05:24:39,523 (10 SDXL        ) acc: 85.9; ap: 88.9; r_acc: 81.5; f_acc: 90.4
2025-04-30 05:27:35,425 (11 DALLE-3     ) acc: 75.7; ap: 77.0; r_acc: 77.9; f_acc: 73.6
2025-04-30 05:30:53,824 (12 GLIDE       ) acc: 69.4; ap: 73.2; r_acc: 81.6; f_acc: 57.2
2025-04-30 05:33:56,086 (13 InSwap      ) acc: 45.3; ap: 42.6; r_acc: 81.7; f_acc: 8.1
2025-04-30 05:37:12,919 (14 FaceSwap    ) acc: 50.2; ap: 49.5; r_acc: 81.3; f_acc: 18.5
2025-04-30 05:40:29,989 (15 StyleSwim   ) acc: 87.7; ap: 95.9; r_acc: 77.3; f_acc: 98.1
2025-04-30 05:43:17,343 (16 ProGAN      ) acc: 86.6; ap: 98.5; r_acc: 99.1; f_acc: 74.0
2025-04-30 05:46:29,138 (17 BlendFace   ) acc: 35.4; ap: 35.4; r_acc: 67.1; f_acc: 3.6
2025-04-30 05:49:19,806 (18 PhotoMaker  ) acc: 70.5; ap: 73.6; r_acc: 77.2; f_acc: 63.7
2025-04-30 05:52:17,698 (19 SD3         ) acc: 85.6; ap: 88.3; r_acc: 81.5; f_acc: 89.8
2025-04-30 05:54:03,889 (20 Infinite-ID ) acc: 85.0; ap: 89.1; r_acc: 78.3; f_acc: 91.8
2025-04-30 05:54:32,532 (21 WFIR        ) acc: 73.5; ap: 81.6; r_acc: 71.8; f_acc: 75.1
2025-04-30 05:56:18,305 (22 SimSwap     ) acc: 43.7; ap: 39.8; r_acc: 81.7; f_acc: 5.7
2025-04-30 05:58:04,100 (23 InstantID   ) acc: 86.8; ap: 93.6; r_acc: 77.3; f_acc: 96.4
2025-04-30 05:59:49,784 (24 StyleGAN3   ) acc: 78.6; ap: 83.7; r_acc: 79.7; f_acc: 77.5
2025-04-30 05:59:49,785 (25 Mean      ) acc: 71.8; ap: 75.0; r_acc: 77.0; f_acc: 66.6
2025-04-30 05:59:49,785 *************************
2025-05-13 01:40:17,753 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.4-r2025_05_06_16_14_39/model_epoch_last.pth
2025-05-13 01:40:33,157 AIGIBench
2025-05-13 01:40:33,157 2025-05-13 01:40:33
2025-05-13 01:44:02,413 (0 R3GAN       ) acc: 75.5; ap: 85.4; r_acc: 86.8; f_acc: 64.3
2025-05-13 01:47:31,632 (1 IP-Adapter  ) acc: 76.7; ap: 85.4; r_acc: 88.0; f_acc: 65.5
2025-05-13 01:51:54,222 (2 SocialRF    ) acc: 58.6; ap: 63.3; r_acc: 59.9; f_acc: 57.4
2025-05-13 01:56:29,594 (3 CommunityAI ) acc: 61.7; ap: 65.8; r_acc: 79.7; f_acc: 43.8
2025-05-13 01:59:58,429 (4 StyleGAN-XL ) acc: 72.2; ap: 82.4; r_acc: 87.3; f_acc: 57.2
2025-05-13 02:02:28,596 (5 Midjourney  ) acc: 77.2; ap: 82.7; r_acc: 78.4; f_acc: 76.0
2025-05-13 02:05:58,067 (6 FLUX1-dev   ) acc: 82.7; ap: 90.1; r_acc: 86.8; f_acc: 78.5
2025-05-13 02:09:25,606 (7 E4S         ) acc: 51.3; ap: 51.7; r_acc: 84.7; f_acc: 17.9
2025-05-13 02:12:54,661 (8 Imagen3     ) acc: 82.0; ap: 88.8; r_acc: 87.3; f_acc: 76.8
2025-05-13 02:16:24,978 (9 BLIP        ) acc: 78.0; ap: 89.3; r_acc: 92.7; f_acc: 63.3
2025-05-13 02:19:55,092 (10 SDXL        ) acc: 85.7; ap: 93.0; r_acc: 88.4; f_acc: 83.1
2025-05-13 02:23:01,408 (11 DALLE-3     ) acc: 79.2; ap: 87.5; r_acc: 87.9; f_acc: 70.5
2025-05-13 02:26:31,445 (12 GLIDE       ) acc: 64.0; ap: 74.2; r_acc: 89.1; f_acc: 38.9
2025-05-13 02:29:59,601 (13 InSwap      ) acc: 46.6; ap: 38.7; r_acc: 89.3; f_acc: 2.8
2025-05-13 02:33:27,157 (14 FaceSwap    ) acc: 50.1; ap: 49.0; r_acc: 89.5; f_acc: 9.9
2025-05-13 02:36:56,331 (15 StyleSwim   ) acc: 87.6; ap: 94.2; r_acc: 88.1; f_acc: 87.0
2025-05-13 02:40:00,044 (16 ProGAN      ) acc: 96.3; ap: 99.5; r_acc: 98.2; f_acc: 94.4
2025-05-13 02:43:36,559 (17 BlendFace   ) acc: 42.3; ap: 35.1; r_acc: 83.5; f_acc: 1.2
2025-05-13 02:47:05,471 (18 PhotoMaker  ) acc: 57.7; ap: 65.3; r_acc: 88.0; f_acc: 27.3
2025-05-13 02:50:35,656 (19 SD3         ) acc: 82.7; ap: 90.7; r_acc: 88.4; f_acc: 77.0
2025-05-13 02:54:05,500 (20 Infinite-ID ) acc: 77.7; ap: 87.0; r_acc: 87.7; f_acc: 67.7
2025-05-13 02:55:01,592 (21 WFIR        ) acc: 66.6; ap: 74.6; r_acc: 78.1; f_acc: 55.1
2025-05-13 02:58:30,845 (22 SimSwap     ) acc: 46.4; ap: 39.1; r_acc: 89.5; f_acc: 3.3
2025-05-13 03:01:59,882 (23 InstantID   ) acc: 85.1; ap: 92.1; r_acc: 86.3; f_acc: 83.8
2025-05-13 03:05:29,825 (24 StyleGAN3   ) acc: 79.3; ap: 88.7; r_acc: 88.4; f_acc: 70.3
2025-05-13 03:05:29,825 (25 Mean      ) acc: 70.5; ap: 75.7; r_acc: 86.1; f_acc: 54.9
2025-05-13 03:05:29,825 *************************
2025-05-13 07:14:33,849 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.4-j2025_05_08_14_41_07/model_epoch_last.pth
2025-05-13 07:15:55,889 AIGIBench
2025-05-13 07:15:55,889 2025-05-13 07:15:55
2025-05-13 07:19:24,838 (0 R3GAN       ) acc: 84.6; ap: 92.8; r_acc: 78.5; f_acc: 90.6
2025-05-13 07:22:53,807 (1 IP-Adapter  ) acc: 79.0; ap: 83.1; r_acc: 79.0; f_acc: 79.0
2025-05-13 07:25:58,572 (2 SocialRF    ) acc: 56.3; ap: 56.4; r_acc: 65.1; f_acc: 47.4
2025-05-13 07:30:33,694 (3 CommunityAI ) acc: 63.3; ap: 70.6; r_acc: 86.2; f_acc: 40.3
2025-05-13 07:34:02,578 (4 StyleGAN-XL ) acc: 86.7; ap: 93.3; r_acc: 79.0; f_acc: 94.3
2025-05-13 07:36:32,429 (5 Midjourney  ) acc: 65.8; ap: 63.6; r_acc: 63.0; f_acc: 68.7
2025-05-13 07:40:01,266 (6 FLUX1-dev   ) acc: 74.1; ap: 76.3; r_acc: 78.5; f_acc: 69.7
2025-05-13 07:43:28,566 (7 E4S         ) acc: 60.6; ap: 64.6; r_acc: 75.0; f_acc: 46.2
2025-05-13 07:46:58,242 (8 Imagen3     ) acc: 71.9; ap: 75.2; r_acc: 79.6; f_acc: 64.3
2025-05-13 07:51:38,546 (9 BLIP        ) acc: 82.9; ap: 91.3; r_acc: 87.0; f_acc: 78.9
2025-05-13 07:59:31,095 (10 SDXL        ) acc: 76.1; ap: 81.4; r_acc: 83.0; f_acc: 69.2
2025-05-13 08:07:16,318 (11 DALLE-3     ) acc: 75.0; ap: 78.2; r_acc: 80.5; f_acc: 69.5
2025-05-13 08:12:53,674 (12 GLIDE       ) acc: 66.1; ap: 71.7; r_acc: 82.6; f_acc: 49.6
2025-05-13 08:18:27,986 (13 InSwap      ) acc: 45.8; ap: 43.0; r_acc: 82.3; f_acc: 8.4
2025-05-13 08:23:48,647 (14 FaceSwap    ) acc: 55.3; ap: 58.0; r_acc: 82.1; f_acc: 27.8
2025-05-13 08:29:49,498 (15 StyleSwim   ) acc: 88.5; ap: 96.8; r_acc: 79.6; f_acc: 97.4
2025-05-13 08:33:40,619 (16 ProGAN      ) acc: 98.1; ap: 99.9; r_acc: 97.5; f_acc: 98.7
2025-05-13 08:38:40,982 (17 BlendFace   ) acc: 39.8; ap: 37.7; r_acc: 72.9; f_acc: 6.7
2025-05-13 08:44:42,255 (18 PhotoMaker  ) acc: 65.5; ap: 70.8; r_acc: 79.7; f_acc: 51.2
2025-05-13 08:52:36,487 (19 SD3         ) acc: 80.8; ap: 85.4; r_acc: 83.0; f_acc: 78.6
2025-05-13 08:56:07,442 (20 Infinite-ID ) acc: 82.6; ap: 88.9; r_acc: 80.1; f_acc: 85.0
2025-05-13 08:58:39,033 (21 WFIR        ) acc: 75.6; ap: 86.3; r_acc: 60.7; f_acc: 90.5
2025-05-13 09:04:11,763 (22 SimSwap     ) acc: 46.8; ap: 44.9; r_acc: 82.8; f_acc: 10.8
2025-05-13 09:17:19,009 (23 InstantID   ) acc: 86.5; ap: 93.7; r_acc: 79.1; f_acc: 93.8
2025-05-13 09:23:44,837 (24 StyleGAN3   ) acc: 78.4; ap: 86.6; r_acc: 80.9; f_acc: 75.9
2025-05-13 09:23:44,838 (25 Mean      ) acc: 71.4; ap: 75.6; r_acc: 79.1; f_acc: 63.7
2025-05-13 09:23:44,838 *************************
2025-05-13 10:09:10,237 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.4-rj2025_05_10_13_01_11/model_epoch_last.pth
2025-05-13 10:39:03,852 AIGIBench
2025-05-13 10:39:03,852 2025-05-13 10:39:03
2025-05-13 10:44:14,566 (0 R3GAN       ) acc: 76.0; ap: 84.1; r_acc: 81.7; f_acc: 70.2
2025-05-13 10:50:30,504 (1 IP-Adapter  ) acc: 76.0; ap: 82.8; r_acc: 82.6; f_acc: 69.3
2025-05-13 10:56:45,246 (2 SocialRF    ) acc: 63.4; ap: 68.9; r_acc: 58.3; f_acc: 68.4
2025-05-13 11:01:55,222 (3 CommunityAI ) acc: 57.8; ap: 58.2; r_acc: 60.2; f_acc: 55.4
2025-05-13 11:08:22,452 (4 StyleGAN-XL ) acc: 73.9; ap: 81.7; r_acc: 82.0; f_acc: 65.7
2025-05-13 11:17:59,709 (5 Midjourney  ) acc: 78.5; ap: 85.1; r_acc: 73.6; f_acc: 83.4
2025-05-13 11:22:17,488 (6 FLUX1-dev   ) acc: 82.4; ap: 88.9; r_acc: 82.2; f_acc: 82.6
2025-05-13 11:26:10,166 (7 E4S         ) acc: 56.6; ap: 60.7; r_acc: 80.7; f_acc: 32.5
2025-05-13 11:31:43,019 (8 Imagen3     ) acc: 81.7; ap: 88.5; r_acc: 81.8; f_acc: 81.5
2025-05-13 11:36:31,515 (9 BLIP        ) acc: 78.7; ap: 87.7; r_acc: 85.8; f_acc: 71.6
2025-05-13 11:41:18,257 (10 SDXL        ) acc: 84.5; ap: 91.9; r_acc: 84.1; f_acc: 84.9
2025-05-13 11:44:32,507 (11 DALLE-3     ) acc: 82.0; ap: 88.9; r_acc: 82.6; f_acc: 81.4
2025-05-13 11:48:07,991 (12 GLIDE       ) acc: 64.6; ap: 71.0; r_acc: 84.1; f_acc: 45.0
2025-05-13 11:51:58,031 (13 InSwap      ) acc: 47.1; ap: 44.4; r_acc: 84.6; f_acc: 8.8
2025-05-13 11:55:25,065 (14 FaceSwap    ) acc: 53.8; ap: 55.7; r_acc: 84.4; f_acc: 22.5
2025-05-13 11:58:54,611 (15 StyleSwim   ) acc: 86.9; ap: 93.4; r_acc: 83.2; f_acc: 90.6
2025-05-13 12:01:58,383 (16 ProGAN      ) acc: 95.1; ap: 99.2; r_acc: 94.1; f_acc: 96.2
2025-05-13 12:05:34,853 (17 BlendFace   ) acc: 42.3; ap: 38.9; r_acc: 79.0; f_acc: 5.5
2025-05-13 12:09:04,073 (18 PhotoMaker  ) acc: 62.4; ap: 69.4; r_acc: 82.2; f_acc: 42.6
2025-05-13 12:12:34,353 (19 SD3         ) acc: 83.3; ap: 90.7; r_acc: 84.1; f_acc: 82.6
2025-05-13 12:16:04,049 (20 Infinite-ID ) acc: 78.4; ap: 86.7; r_acc: 82.7; f_acc: 74.2
2025-05-13 12:17:00,430 (21 WFIR        ) acc: 68.6; ap: 75.0; r_acc: 72.0; f_acc: 65.2
2025-05-13 12:20:30,235 (22 SimSwap     ) acc: 47.2; ap: 44.9; r_acc: 84.7; f_acc: 9.8
2025-05-13 12:23:59,763 (23 InstantID   ) acc: 84.3; ap: 91.0; r_acc: 81.8; f_acc: 86.8
2025-05-13 12:27:29,628 (24 StyleGAN3   ) acc: 79.8; ap: 87.7; r_acc: 82.6; f_acc: 77.1
2025-05-13 12:27:29,628 (25 Mean      ) acc: 71.4; ap: 76.6; r_acc: 80.6; f_acc: 62.2
2025-05-13 12:27:29,628 *************************
2025-05-14 09:24:41,356 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.4-rjm2025_05_12_11_05_32/model_epoch_last.pth
2025-05-14 09:24:54,232 AIGIBench
2025-05-14 09:24:54,232 2025-05-14 09:24:54
2025-05-14 09:26:42,288 (0 R3GAN       ) acc: 72.9; ap: 80.2; r_acc: 81.0; f_acc: 64.9
2025-05-14 09:28:59,271 (1 IP-Adapter  ) acc: 76.7; ap: 83.8; r_acc: 82.1; f_acc: 71.3
2025-05-14 09:33:52,396 (2 SocialRF    ) acc: 63.3; ap: 68.9; r_acc: 56.5; f_acc: 70.0
2025-05-14 09:36:15,809 (3 CommunityAI ) acc: 55.8; ap: 54.7; r_acc: 56.7; f_acc: 54.9
2025-05-14 09:38:13,103 (4 StyleGAN-XL ) acc: 69.5; ap: 76.7; r_acc: 80.2; f_acc: 58.7
2025-05-14 09:40:02,857 (5 Midjourney  ) acc: 80.9; ap: 88.3; r_acc: 74.5; f_acc: 87.3
2025-05-14 09:42:06,221 (6 FLUX1-dev   ) acc: 82.9; ap: 90.4; r_acc: 80.7; f_acc: 85.0
2025-05-14 09:44:07,582 (7 E4S         ) acc: 55.2; ap: 58.7; r_acc: 80.7; f_acc: 29.7
2025-05-14 09:46:11,793 (8 Imagen3     ) acc: 82.4; ap: 89.9; r_acc: 81.3; f_acc: 83.6
2025-05-14 09:48:21,572 (9 BLIP        ) acc: 77.4; ap: 86.1; r_acc: 84.1; f_acc: 70.6
2025-05-14 09:51:18,080 (10 SDXL        ) acc: 83.9; ap: 91.9; r_acc: 82.7; f_acc: 85.1
2025-05-14 09:53:45,117 (11 DALLE-3     ) acc: 83.0; ap: 90.4; r_acc: 81.4; f_acc: 84.7
2025-05-14 09:55:38,105 (12 GLIDE       ) acc: 64.3; ap: 70.3; r_acc: 82.7; f_acc: 45.8
2025-05-14 09:57:43,574 (13 InSwap      ) acc: 47.2; ap: 45.7; r_acc: 83.6; f_acc: 10.0
2025-05-14 09:59:34,448 (14 FaceSwap    ) acc: 52.7; ap: 54.7; r_acc: 83.1; f_acc: 21.5
2025-05-14 10:01:42,926 (15 StyleSwim   ) acc: 85.2; ap: 91.4; r_acc: 82.2; f_acc: 88.3
2025-05-14 10:03:21,137 (16 ProGAN      ) acc: 93.5; ap: 98.9; r_acc: 91.0; f_acc: 96.0
2025-05-14 10:05:51,160 (17 BlendFace   ) acc: 42.2; ap: 39.6; r_acc: 78.8; f_acc: 5.5
2025-05-14 10:08:54,491 (18 PhotoMaker  ) acc: 60.2; ap: 66.4; r_acc: 81.6; f_acc: 38.8
2025-05-14 10:11:44,510 (19 SD3         ) acc: 84.1; ap: 91.9; r_acc: 82.7; f_acc: 85.5
2025-05-14 10:13:48,667 (20 Infinite-ID ) acc: 77.1; ap: 85.5; r_acc: 81.9; f_acc: 72.2
2025-05-14 10:14:21,186 (21 WFIR        ) acc: 67.0; ap: 73.0; r_acc: 73.2; f_acc: 60.7
2025-05-14 10:16:06,374 (22 SimSwap     ) acc: 47.4; ap: 46.1; r_acc: 83.6; f_acc: 11.2
2025-05-14 10:17:51,906 (23 InstantID   ) acc: 81.9; ap: 89.0; r_acc: 80.9; f_acc: 82.8
2025-05-14 10:19:37,713 (24 StyleGAN3   ) acc: 75.6; ap: 83.7; r_acc: 82.3; f_acc: 68.9
2025-05-14 10:19:37,713 (25 Mean      ) acc: 70.5; ap: 75.8; r_acc: 79.6; f_acc: 61.3
2025-05-14 10:19:37,713 *************************
2025-05-14 10:34:14,562 Model_path /data/ziqiang/yjz/code/CLIPDetection-main/checkpoints/5class-car-cat-chair-horse-sdv1.4-m2025_05_10_01_53_59/model_epoch_last.pth
2025-05-14 10:34:42,012 AIGIBench
2025-05-14 10:34:42,012 2025-05-14 10:34:42
2025-05-14 10:36:28,811 (0 R3GAN       ) acc: 76.5; ap: 87.2; r_acc: 71.7; f_acc: 81.3
2025-05-14 10:38:15,130 (1 IP-Adapter  ) acc: 74.9; ap: 80.7; r_acc: 71.6; f_acc: 78.2
2025-05-14 10:40:13,144 (2 SocialRF    ) acc: 56.7; ap: 57.1; r_acc: 69.0; f_acc: 44.3
2025-05-14 10:42:31,723 (3 CommunityAI ) acc: 53.4; ap: 58.1; r_acc: 89.6; f_acc: 17.3
2025-05-14 10:44:50,165 (4 StyleGAN-XL ) acc: 73.1; ap: 81.8; r_acc: 70.9; f_acc: 75.3
2025-05-14 10:46:38,577 (5 Midjourney  ) acc: 53.5; ap: 52.8; r_acc: 59.4; f_acc: 47.6
2025-05-14 10:48:25,849 (6 FLUX1-dev   ) acc: 55.3; ap: 56.1; r_acc: 71.5; f_acc: 39.1
2025-05-14 10:50:12,798 (7 E4S         ) acc: 70.8; ap: 73.9; r_acc: 69.4; f_acc: 72.2
2025-05-14 10:51:58,130 (8 Imagen3     ) acc: 59.8; ap: 63.5; r_acc: 71.3; f_acc: 48.2
2025-05-14 10:53:44,266 (9 BLIP        ) acc: 63.5; ap: 68.4; r_acc: 76.2; f_acc: 50.8
2025-05-14 10:55:30,517 (10 SDXL        ) acc: 76.2; ap: 83.2; r_acc: 74.8; f_acc: 77.6
2025-05-14 10:57:04,185 (11 DALLE-3     ) acc: 70.7; ap: 75.2; r_acc: 72.2; f_acc: 69.3
2025-05-14 10:58:49,696 (12 GLIDE       ) acc: 72.0; ap: 77.8; r_acc: 74.9; f_acc: 69.2
2025-05-14 11:00:34,394 (13 InSwap      ) acc: 63.8; ap: 65.7; r_acc: 74.3; f_acc: 53.0
2025-05-14 11:02:18,538 (14 FaceSwap    ) acc: 69.1; ap: 73.6; r_acc: 73.7; f_acc: 64.3
2025-05-14 11:04:03,816 (15 StyleSwim   ) acc: 84.3; ap: 96.6; r_acc: 72.0; f_acc: 96.6
2025-05-14 11:05:34,973 (16 ProGAN      ) acc: 98.3; ap: 99.9; r_acc: 97.7; f_acc: 99.0
2025-05-14 11:07:26,762 (17 BlendFace   ) acc: 54.7; ap: 54.3; r_acc: 67.4; f_acc: 42.0
2025-05-14 11:09:11,517 (18 PhotoMaker  ) acc: 50.2; ap: 50.5; r_acc: 70.2; f_acc: 30.1
2025-05-14 11:10:57,598 (19 SD3         ) acc: 76.2; ap: 82.4; r_acc: 74.8; f_acc: 77.6
2025-05-14 11:12:43,479 (20 Infinite-ID ) acc: 73.1; ap: 79.8; r_acc: 71.6; f_acc: 74.7
2025-05-14 11:13:16,508 (21 WFIR        ) acc: 71.0; ap: 83.6; r_acc: 59.8; f_acc: 82.2
2025-05-14 11:15:01,973 (22 SimSwap     ) acc: 61.3; ap: 64.3; r_acc: 74.4; f_acc: 48.3
2025-05-14 11:16:46,974 (23 InstantID   ) acc: 78.4; ap: 86.7; r_acc: 71.2; f_acc: 85.6
2025-05-14 11:18:33,238 (24 StyleGAN3   ) acc: 74.2; ap: 84.4; r_acc: 70.5; f_acc: 77.9
2025-05-14 11:18:33,239 (25 Mean      ) acc: 68.4; ap: 73.5; r_acc: 72.8; f_acc: 64.1
2025-05-14 11:18:33,239 *************************