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DeForge-AIGIBench
File size: 8,360 Bytes
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2025-05-17 13:22:11,247 ForenSynths
2025-05-17 13:22:11,247 2025-05-17 13:22:11
2025-05-17 13:22:20,469 (0 progan      ) acc: 99.8; ap: 100.0; r_acc: 100.0; f_acc: 99.6
2025-05-17 13:23:21,301 (1 seeingdark  ) acc: 41.8; ap: 55.1; r_acc: 20.0; f_acc: 93.4
2025-05-17 13:23:31,975 (2 gaugan      ) acc: 85.1; ap: 96.7; r_acc: 70.3; f_acc: 100.0
2025-05-17 13:23:48,922 (3 stylegan2   ) acc: 99.9; ap: 100.0; r_acc: 100.0; f_acc: 99.8
2025-05-17 13:23:53,621 (4 whichfaceisreal) acc: 52.2; ap: 46.8; r_acc: 99.9; f_acc: 0.4
2025-05-17 13:23:58,226 (5 biggan      ) acc: 87.1; ap: 95.1; r_acc: 74.8; f_acc: 99.6
2025-05-17 13:24:10,895 (6 stylegan    ) acc: 99.8; ap: 100.0; r_acc: 100.0; f_acc: 99.6
2025-05-17 13:24:24,537 (7 imle        ) acc: 50.0; ap: 68.7; r_acc: 0.8; f_acc: 100.0
2025-05-17 13:24:27,684 (8 cyclegan    ) acc: 97.9; ap: 98.8; r_acc: 96.6; f_acc: 99.4
2025-05-17 13:24:32,244 (9 stargan     ) acc: 94.9; ap: 99.2; r_acc: 91.4; f_acc: 98.5
2025-05-17 13:24:34,123 (10 san         ) acc: 96.4; ap: 99.6; r_acc: 95.9; f_acc: 97.0
2025-05-17 13:24:47,736 (11 crn         ) acc: 50.0; ap: 68.3; r_acc: 0.8; f_acc: 100.0
2025-05-17 13:24:53,796 (12 deepfake    ) acc: 64.2; ap: 71.8; r_acc: 74.6; f_acc: 53.7
2025-05-17 13:24:53,797 (13 Mean      ) acc: 78.4; ap: 84.6; r_acc: 71.2; f_acc: 87.8
2025-05-17 13:24:53,808 *************************
2025-05-17 13:24:53,808 GANGen-Detection
2025-05-17 13:24:53,808 2025-05-17 13:24:53
2025-05-17 13:24:55,833 (0 SNGAN       ) acc: 96.8; ap: 99.6; r_acc: 98.8; f_acc: 94.8
2025-05-17 13:24:57,779 (1 BEGAN       ) acc: 98.6; ap: 99.7; r_acc: 97.2; f_acc: 99.9
2025-05-17 13:25:02,393 (2 AttGAN      ) acc: 99.0; ap: 99.8; r_acc: 98.0; f_acc: 100.0
2025-05-17 13:25:04,340 (3 InfoMaxGAN  ) acc: 97.2; ap: 99.7; r_acc: 98.8; f_acc: 95.7
2025-05-17 13:25:06,280 (4 STGAN       ) acc: 99.1; ap: 100.0; r_acc: 99.8; f_acc: 98.5
2025-05-17 13:25:08,245 (5 CramerGAN   ) acc: 98.0; ap: 99.7; r_acc: 98.8; f_acc: 97.2
2025-05-17 13:25:10,208 (6 MMDGAN      ) acc: 98.7; ap: 99.8; r_acc: 98.8; f_acc: 98.7
2025-05-17 13:25:14,790 (7 S3GAN       ) acc: 83.2; ap: 91.1; r_acc: 68.0; f_acc: 98.6
2025-05-17 13:25:19,403 (8 RelGAN      ) acc: 99.0; ap: 99.9; r_acc: 98.0; f_acc: 100.0
2025-05-17 13:25:19,403 (9 Mean      ) acc: 96.6; ap: 98.8; r_acc: 95.1; f_acc: 98.1
2025-05-17 13:25:19,416 *************************
2025-05-17 13:25:19,416 DiffusionForensics
2025-05-17 13:25:19,416 2025-05-17 13:25:19
2025-05-17 13:25:32,012 (0 adm         ) acc: 96.0; ap: 99.8; r_acc: 99.7; f_acc: 92.1
2025-05-17 13:25:34,393 (1 pndm        ) acc: 99.2; ap: 100.0; r_acc: 100.0; f_acc: 98.4
2025-05-17 13:25:37,331 (2 sdv2        ) acc: 99.9; ap: 100.0; r_acc: 100.0; f_acc: 99.8
2025-05-17 13:25:39,721 (3 iddpm       ) acc: 98.5; ap: 100.0; r_acc: 100.0; f_acc: 96.8
2025-05-17 13:25:42,102 (4 vqdiffusion ) acc: 100.0; ap: 100.0; r_acc: 100.0; f_acc: 100.0
2025-05-17 13:25:44,497 (5 ldm         ) acc: 99.6; ap: 100.0; r_acc: 100.0; f_acc: 99.2
2025-05-17 13:25:46,491 (6 ddpm        ) acc: 99.9; ap: 100.0; r_acc: 100.0; f_acc: 99.6
2025-05-17 13:26:04,269 (7 sdv1_new    ) acc: 97.5; ap: 99.9; r_acc: 99.7; f_acc: 96.3
2025-05-17 13:26:04,269 (8 Mean      ) acc: 98.8; ap: 100.0; r_acc: 99.9; f_acc: 97.8
2025-05-17 13:26:04,269 *************************
2025-05-17 13:26:04,269 UniversalFakeDetect
2025-05-17 13:26:04,269 2025-05-17 13:26:04
2025-05-17 13:26:06,664 (0 glide_50_27 ) acc: 98.0; ap: 99.9; r_acc: 99.4; f_acc: 96.5
2025-05-17 13:26:09,041 (1 ldm_200_cfg ) acc: 98.9; ap: 99.9; r_acc: 99.4; f_acc: 98.3
2025-05-17 13:26:11,519 (2 guided      ) acc: 95.2; ap: 97.8; r_acc: 94.0; f_acc: 96.5
2025-05-17 13:26:13,870 (3 glide_100_27) acc: 97.2; ap: 99.7; r_acc: 99.4; f_acc: 94.9
2025-05-17 13:26:16,236 (4 dalle       ) acc: 85.2; ap: 97.1; r_acc: 99.4; f_acc: 69.7
2025-05-17 13:26:18,661 (5 glide_100_10) acc: 97.7; ap: 99.9; r_acc: 99.4; f_acc: 95.9
2025-05-17 13:26:21,038 (6 ldm_200     ) acc: 99.5; ap: 100.0; r_acc: 99.4; f_acc: 99.6
2025-05-17 13:26:23,392 (7 ldm_100     ) acc: 99.4; ap: 100.0; r_acc: 99.4; f_acc: 99.5
2025-05-17 13:26:23,392 (8 Mean      ) acc: 96.4; ap: 99.3; r_acc: 98.7; f_acc: 93.8
2025-05-17 13:26:23,425 *************************
2025-05-17 13:26:23,426 Genimage
2025-05-17 13:26:23,426 2025-05-17 13:26:23
2025-05-17 13:26:36,134 (0 Glide       ) acc: 95.2; ap: 98.7; r_acc: 94.2; f_acc: 96.1
2025-05-17 13:26:40,821 (1 whichfaceisreal) acc: 52.2; ap: 46.8; r_acc: 99.9; f_acc: 0.4
2025-05-17 13:26:53,667 (2 VQDM        ) acc: 96.5; ap: 98.3; r_acc: 94.4; f_acc: 98.7
2025-05-17 13:27:06,497 (3 wukong      ) acc: 93.5; ap: 96.9; r_acc: 94.3; f_acc: 92.7
2025-05-17 13:27:09,098 (4 DALLE2      ) acc: 96.8; ap: 99.2; r_acc: 96.0; f_acc: 97.7
2025-05-17 13:27:30,859 (5 Midjourney  ) acc: 94.7; ap: 97.8; r_acc: 94.0; f_acc: 95.3
2025-05-17 13:27:48,010 (6 stable_diffusion_v_1_5) acc: 94.5; ap: 98.0; r_acc: 94.1; f_acc: 95.0
2025-05-17 13:27:52,622 (7 biggan      ) acc: 87.1; ap: 95.1; r_acc: 74.8; f_acc: 99.6
2025-05-17 13:28:05,676 (8 ADM         ) acc: 94.2; ap: 97.3; r_acc: 93.8; f_acc: 94.7
2025-05-17 13:28:22,576 (9 stylegan2   ) acc: 99.9; ap: 100.0; r_acc: 100.0; f_acc: 99.8
2025-05-17 13:28:35,734 (10 stable_diffusion_v_1_4) acc: 94.2; ap: 97.6; r_acc: 93.8; f_acc: 94.7
2025-05-17 13:28:38,960 (11 cyclegan    ) acc: 98.0; ap: 98.8; r_acc: 96.6; f_acc: 99.6
2025-05-17 13:28:49,874 (12 gaugan      ) acc: 85.1; ap: 96.7; r_acc: 70.3; f_acc: 100.0
2025-05-17 13:28:54,567 (13 stargan     ) acc: 94.9; ap: 99.2; r_acc: 91.4; f_acc: 98.5
2025-05-17 13:29:03,312 (14 progan      ) acc: 99.8; ap: 100.0; r_acc: 100.0; f_acc: 99.6
2025-05-17 13:29:16,549 (15 stylegan    ) acc: 99.8; ap: 100.0; r_acc: 100.0; f_acc: 99.6
2025-05-17 13:29:16,549 (16 Mean      ) acc: 92.3; ap: 95.0; r_acc: 93.0; f_acc: 91.4
2025-05-17 13:29:16,564 *************************
2025-05-17 13:31:07,396 AIGIBench
2025-05-17 13:31:07,396 2025-05-17 13:31:07
2025-05-17 13:31:29,374 (0 SD3         ) acc: 95.4; ap: 97.6; r_acc: 92.3; f_acc: 98.6
2025-05-17 13:32:11,322 (1 R3GAN       ) acc: 94.6; ap: 94.9; r_acc: 90.6; f_acc: 98.6
2025-05-17 13:34:13,536 (2 SocialRF    ) acc: 60.8; ap: 70.8; r_acc: 98.9; f_acc: 21.1
2025-05-17 13:35:12,299 (3 BLIP        ) acc: 99.2; ap: 99.7; r_acc: 98.6; f_acc: 99.9
2025-05-17 13:35:49,602 (4 CommunityAI ) acc: 54.6; ap: 66.6; r_acc: 99.1; f_acc: 9.4
2025-05-17 13:36:31,737 (5 GLIDE       ) acc: 94.2; ap: 98.4; r_acc: 92.9; f_acc: 95.6
2025-05-17 13:37:02,723 (6 E4S         ) acc: 45.1; ap: 46.4; r_acc: 84.7; f_acc: 5.2
2025-05-17 13:38:20,884 (7 Imagen3     ) acc: 93.6; ap: 96.0; r_acc: 90.1; f_acc: 97.1
2025-05-17 13:39:03,634 (8 InSwap      ) acc: 52.1; ap: 63.7; r_acc: 93.4; f_acc: 9.1
2025-05-17 13:39:23,922 (9 FaceSwap    ) acc: 50.8; ap: 66.8; r_acc: 93.0; f_acc: 7.0
2025-05-17 13:40:49,922 (10 Infinite-ID ) acc: 90.0; ap: 91.0; r_acc: 91.0; f_acc: 89.1
2025-05-17 13:41:12,808 (11 ProGAN      ) acc: 99.8; ap: 100.0; r_acc: 100.0; f_acc: 99.6
2025-05-17 13:42:28,349 (12 FLUX1-dev   ) acc: 93.2; ap: 96.8; r_acc: 89.5; f_acc: 96.8
2025-05-17 13:43:15,196 (13 StyleSwim   ) acc: 94.7; ap: 98.6; r_acc: 89.6; f_acc: 99.8
2025-05-17 13:44:36,298 (14 SDXL        ) acc: 95.9; ap: 98.7; r_acc: 92.3; f_acc: 99.6
2025-05-17 13:45:20,796 (15 SimSwap     ) acc: 48.4; ap: 57.7; r_acc: 93.2; f_acc: 3.2
2025-05-17 13:46:34,734 (16 IP-Adapter  ) acc: 93.3; ap: 96.6; r_acc: 90.0; f_acc: 96.7
2025-05-17 13:47:29,435 (17 DALLE-3     ) acc: 46.2; ap: 49.0; r_acc: 90.1; f_acc: 1.6
2025-05-17 13:49:48,305 (18 StyleGAN-XL ) acc: 82.3; ap: 86.4; r_acc: 90.2; f_acc: 74.2
2025-05-17 13:50:02,557 (19 WFIR        ) acc: 52.2; ap: 46.8; r_acc: 99.9; f_acc: 0.4
2025-05-17 13:52:13,759 (20 StyleGAN3   ) acc: 93.2; ap: 98.2; r_acc: 90.8; f_acc: 95.7
2025-05-17 13:54:31,089 (21 PhotoMaker  ) acc: 92.7; ap: 95.2; r_acc: 89.7; f_acc: 95.7
2025-05-17 13:56:18,225 (22 Midjourney  ) acc: 86.4; ap: 92.7; r_acc: 76.4; f_acc: 96.8
2025-05-17 13:57:20,305 (23 BlendFace   ) acc: 44.1; ap: 44.0; r_acc: 83.9; f_acc: 3.9
2025-05-17 14:00:03,488 (24 InstantID   ) acc: 94.6; ap: 97.7; r_acc: 90.5; f_acc: 98.8
2025-05-17 14:00:03,488 (25 Mean      ) acc: 77.9; ap: 82.0; r_acc: 91.6; f_acc: 63.7
2025-05-17 14:00:03,522 *************************