[diffusion] CI: tighten multimodal-gen consistency thresholds (#29824)

This commit is contained in:
Mick
2026-07-02 01:32:51 +08:00
committed by GitHub
parent 9bb7de9258
commit 03b9278da0
@@ -8,28 +8,28 @@
"mean_abs_diff_threshold": 13.3 "mean_abs_diff_threshold": 13.3
}, },
"flux_image_t2i": { "flux_image_t2i": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.95, "ssim_threshold": 0.95,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"flux1_modelopt_fp8_t2i": { "flux1_modelopt_fp8_t2i": {
"clip_threshold": 0.92, "clip_threshold": 0.96,
"ssim_threshold": 0.94, "ssim_threshold": 0.94,
"psnr_threshold": 28.0, "psnr_threshold": 28.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 6.3
}, },
"flux2_modelopt_nvfp4_t2i": { "flux2_modelopt_nvfp4_t2i": {
"clip_threshold": 0.92, "clip_threshold": 0.98,
"ssim_threshold": 0.86, "ssim_threshold": 0.95,
"psnr_threshold": 17.0, "psnr_threshold": 17.0,
"mean_abs_diff_threshold": 9.5 "mean_abs_diff_threshold": 4.0
}, },
"ideogram4_nvfp4_t2i": { "ideogram4_nvfp4_t2i": {
"clip_threshold": 0.97, "clip_threshold": 0.98,
"ssim_threshold": 0.78, "ssim_threshold": 0.95,
"psnr_threshold": 18.0, "psnr_threshold": 18.0,
"mean_abs_diff_threshold": 18.0 "mean_abs_diff_threshold": 4.0
}, },
"qwen_image_2512_modelopt_nvfp4_t2i": { "qwen_image_2512_modelopt_nvfp4_t2i": {
"clip_threshold": 0.95, "clip_threshold": 0.95,
@@ -38,142 +38,142 @@
"mean_abs_diff_threshold": 9.0 "mean_abs_diff_threshold": 9.0
}, },
"flux_2_klein_image_t2i": { "flux_2_klein_image_t2i": {
"clip_threshold": 0.94, "clip_threshold": 0.98,
"ssim_threshold": 0.78, "ssim_threshold": 0.95,
"psnr_threshold": 17.0, "psnr_threshold": 17.0,
"mean_abs_diff_threshold": 17.0 "mean_abs_diff_threshold": 4.0
}, },
"zimage_image_t2i": { "zimage_image_t2i": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.86, "ssim_threshold": 0.95,
"psnr_threshold": 19.9, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.5 "mean_abs_diff_threshold": 4.0
}, },
"zimage_image_t2i_multi_lora": { "zimage_image_t2i_multi_lora": {
"clip_threshold": 0.92, "clip_threshold": 0.98,
"ssim_threshold": 0.89, "ssim_threshold": 0.95,
"psnr_threshold": 19.9, "psnr_threshold": 19.9,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"qwen_image_t2i_cache_dit_enabled": { "qwen_image_t2i_cache_dit_enabled": {
"clip_threshold": 0.98, "clip_threshold": 0.98,
"ssim_threshold": 0.73, "ssim_threshold": 0.78,
"psnr_threshold": 13.5, "psnr_threshold": 13.5,
"mean_abs_diff_threshold": 26.0 "mean_abs_diff_threshold": 17.2
}, },
"qwen_image_t2i_2_gpus": { "qwen_image_t2i_2_gpus": {
"clip_threshold": 0.98, "clip_threshold": 0.98,
"ssim_threshold": 0.79, "ssim_threshold": 0.79,
"psnr_threshold": 14.3, "psnr_threshold": 15.7,
"mean_abs_diff_threshold": 20.0 "mean_abs_diff_threshold": 17.2
}, },
"flux_2_image_t2i": { "flux_2_image_t2i": {
"clip_threshold": 0.98, "clip_threshold": 0.98,
"ssim_threshold": 0.86, "ssim_threshold": 0.95,
"psnr_threshold": 14.9, "psnr_threshold": 14.9,
"mean_abs_diff_threshold": 13.0 "mean_abs_diff_threshold": 4.0
}, },
"flux_2_ti2i": { "flux_2_ti2i": {
"clip_threshold": 0.96, "clip_threshold": 0.98,
"ssim_threshold": 0.88, "ssim_threshold": 0.95,
"psnr_threshold": 19.5, "psnr_threshold": 19.5,
"mean_abs_diff_threshold": 13.5 "mean_abs_diff_threshold": 4.0
}, },
"zimage_image_t2i_fp8": { "zimage_image_t2i_fp8": {
"clip_threshold": 0.94, "clip_threshold": 0.97,
"ssim_threshold": 0.88, "ssim_threshold": 0.95,
"psnr_threshold": 21.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 9.5 "mean_abs_diff_threshold": 4.0
}, },
"qwen_image_edit_2509_ti2i": { "qwen_image_edit_2509_ti2i": {
"clip_threshold": 0.75, "clip_threshold": 0.91,
"ssim_threshold": 0.52, "ssim_threshold": 0.68,
"psnr_threshold": 10.5, "psnr_threshold": 11.3,
"mean_abs_diff_threshold": 46.5 "mean_abs_diff_threshold": 26.4
}, },
"qwen_image_edit_ti2i": { "qwen_image_edit_ti2i": {
"clip_threshold": 0.96, "clip_threshold": 0.97,
"ssim_threshold": 0.94, "ssim_threshold": 0.95,
"psnr_threshold": 25.4, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 4.0
}, },
"qwen_image_edit_2511_ti2i": { "qwen_image_edit_2511_ti2i": {
"clip_threshold": 0.96, "clip_threshold": 0.97,
"ssim_threshold": 0.83, "ssim_threshold": 0.95,
"psnr_threshold": 21.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 16.6 "mean_abs_diff_threshold": 4.1
}, },
"qwen_image_layered_i2i": { "qwen_image_layered_i2i": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.94, "ssim_threshold": 0.95,
"psnr_threshold": 28.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.2
}, },
"wan2_1_t2v_1_3b_lora_1gpu": { "wan2_1_t2v_1_3b_lora_1gpu": {
"clip_threshold": 0.88, "clip_threshold": 0.97,
"ssim_threshold": 0.75, "ssim_threshold": 0.94,
"psnr_threshold": 17.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 14.0 "mean_abs_diff_threshold": 4.0
}, },
"wan2_1_t2v_1.3b": { "wan2_1_t2v_1.3b": {
"clip_threshold": 0.94, "clip_threshold": 0.97,
"ssim_threshold": 0.85, "ssim_threshold": 0.90,
"psnr_threshold": 25.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 5.6
}, },
"cosmos3_nano_t2v": { "cosmos3_nano_t2v": {
"clip_threshold": 0.90, "clip_threshold": 0.91,
"ssim_threshold": 0.89, "ssim_threshold": 0.89,
"psnr_threshold": 24.0, "psnr_threshold": 24.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 9.9
}, },
"ltx_2_two_stage_t2v": { "ltx_2_two_stage_t2v": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.89, "ssim_threshold": 0.89,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 5.9
}, },
"ltx_2.3_one_stage_ti2v": { "ltx_2.3_one_stage_ti2v": {
"clip_threshold": 0.84, "clip_threshold": 0.87,
"ssim_threshold": 0.78, "ssim_threshold": 0.78,
"psnr_threshold": 20.5, "psnr_threshold": 20.5,
"mean_abs_diff_threshold": 11.0 "mean_abs_diff_threshold": 11.0
}, },
"ltx_2.3_two_stage_t2v_2gpus": { "ltx_2.3_two_stage_t2v_2gpus": {
"clip_threshold": 0.79, "clip_threshold": 0.94,
"ssim_threshold": 0.12, "ssim_threshold": 0.45,
"psnr_threshold": 16.0, "psnr_threshold": 16.0,
"mean_abs_diff_threshold": 51.0 "mean_abs_diff_threshold": 27.5
}, },
"wan2_1_t2v_1.3b_teacache_enabled": { "wan2_1_t2v_1.3b_teacache_enabled": {
"clip_threshold": 0.93, "clip_threshold": 0.97,
"ssim_threshold": 0.92, "ssim_threshold": 0.92,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 9.0 "mean_abs_diff_threshold": 5.5
}, },
"wan2_1_t2v_1.3b_upscaling_4x": { "wan2_1_t2v_1.3b_upscaling_4x": {
"clip_threshold": 0.94, "clip_threshold": 0.97,
"ssim_threshold": 0.94, "ssim_threshold": 0.94,
"psnr_threshold": 26.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.6
}, },
"wan2_2_ti2v_5b": { "wan2_2_ti2v_5b": {
"clip_threshold": 0.92, "clip_threshold": 0.94,
"ssim_threshold": 0.88, "ssim_threshold": 0.88,
"psnr_threshold": 22.0, "psnr_threshold": 27.1,
"mean_abs_diff_threshold": 9.0 "mean_abs_diff_threshold": 7.2
}, },
"wan22_modelopt_nvfp4_t2v": { "wan22_modelopt_nvfp4_t2v": {
"clip_threshold": 0.90, "clip_threshold": 0.98,
"ssim_threshold": 0.90, "ssim_threshold": 0.95,
"psnr_threshold": 24.0, "psnr_threshold": 24.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 4.0
}, },
"fastwan2_2_ti2v_5b": { "fastwan2_2_ti2v_5b": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.88, "ssim_threshold": 0.92,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 4.7
}, },
"turbo_wan2_1_t2v_1.3b": { "turbo_wan2_1_t2v_1.3b": {
"clip_threshold": 0.90, "clip_threshold": 0.90,
@@ -182,34 +182,34 @@
"mean_abs_diff_threshold": 46.0 "mean_abs_diff_threshold": 46.0
}, },
"fsdp-inference": { "fsdp-inference": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.90, "ssim_threshold": 0.95,
"psnr_threshold": 21.5, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"zimage_image_t2i_2_gpus_non_square": { "zimage_image_t2i_2_gpus_non_square": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.76, "ssim_threshold": 0.95,
"psnr_threshold": 14.8, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 17.5 "mean_abs_diff_threshold": 4.0
}, },
"flux_2_image_t2i_2_gpus": { "flux_2_image_t2i_2_gpus": {
"clip_threshold": 0.54, "clip_threshold": 0.98,
"ssim_threshold": 0.9, "ssim_threshold": 0.95,
"psnr_threshold": 19, "psnr_threshold": 19,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"flux_2_image_t2i_upscaling_4x": { "flux_2_image_t2i_upscaling_4x": {
"clip_threshold": 0.96, "clip_threshold": 0.98,
"ssim_threshold": 0.95, "ssim_threshold": 0.95,
"psnr_threshold": 28.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"flux_2_t2i_customized_vae_path": { "flux_2_t2i_customized_vae_path": {
"clip_threshold": 0.96, "clip_threshold": 0.98,
"ssim_threshold": 0.95, "ssim_threshold": 0.95,
"psnr_threshold": 28.0, "psnr_threshold": 28.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"flux_2_ti2i_multi_image_cache_dit": { "flux_2_ti2i_multi_image_cache_dit": {
"clip_threshold": 0.94, "clip_threshold": 0.94,
@@ -218,70 +218,70 @@
"mean_abs_diff_threshold": 9.0 "mean_abs_diff_threshold": 9.0
}, },
"zimage_image_t2i_2_gpus": { "zimage_image_t2i_2_gpus": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.90, "ssim_threshold": 0.95,
"psnr_threshold": 21.5, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"flux_image_t2i_2_gpus": { "flux_image_t2i_2_gpus": {
"clip_threshold": 0.92, "clip_threshold": 0.97,
"ssim_threshold": 0.90, "ssim_threshold": 0.95,
"psnr_threshold": 18.7, "psnr_threshold": 25.8,
"mean_abs_diff_threshold": 8.0 "mean_abs_diff_threshold": 4.0
}, },
"wan2_2_t2v_a14b_teacache_2gpu": { "wan2_2_t2v_a14b_teacache_2gpu": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.72, "ssim_threshold": 0.90,
"psnr_threshold": 17.8, "psnr_threshold": 29.1,
"mean_abs_diff_threshold": 16.0 "mean_abs_diff_threshold": 6.8
}, },
"wan2_1_t2v_14b_2gpu": { "wan2_1_t2v_14b_2gpu": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.84, "ssim_threshold": 0.91,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 5.6
}, },
"mova_360p_ring1_uly2": { "mova_360p_ring1_uly2": {
"clip_threshold": 0.90, "clip_threshold": 0.96,
"ssim_threshold": 0.91, "ssim_threshold": 0.91,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 6.2
}, },
"wan2_1_i2v_14b_lora_2gpu": { "wan2_1_i2v_14b_lora_2gpu": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.81, "ssim_threshold": 0.90,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 5.3
}, },
"wan2_2_t2v_a14b_2gpu": { "wan2_2_t2v_a14b_2gpu": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.72, "ssim_threshold": 0.90,
"psnr_threshold": 17.8, "psnr_threshold": 29.1,
"mean_abs_diff_threshold": 16.0 "mean_abs_diff_threshold": 6.8
}, },
"wan2_2_t2v_a14b_lora_2gpu": { "wan2_2_t2v_a14b_lora_2gpu": {
"clip_threshold": 0.90, "clip_threshold": 0.98,
"ssim_threshold": 0.81, "ssim_threshold": 0.95,
"psnr_threshold": 22.2, "psnr_threshold": 22.2,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 4.0
}, },
"wan2_1_i2v_14b_480P_2gpu": { "wan2_1_i2v_14b_480P_2gpu": {
"clip_threshold": 0.76, "clip_threshold": 0.92,
"ssim_threshold": 0.51, "ssim_threshold": 0.75,
"psnr_threshold": 14.8, "psnr_threshold": 21.4,
"mean_abs_diff_threshold": 23.0 "mean_abs_diff_threshold": 9.7
}, },
"wan2_1_i2v_14b_720P_2gpu": { "wan2_1_i2v_14b_720P_2gpu": {
"clip_threshold": 0.90, "clip_threshold": 0.97,
"ssim_threshold": 0.89, "ssim_threshold": 0.90,
"psnr_threshold": 24.0, "psnr_threshold": 30.0,
"mean_abs_diff_threshold": 10.0 "mean_abs_diff_threshold": 5.5
}, },
"ltx_2_3_hq_pipeline": { "ltx_2_3_hq_pipeline": {
"clip_threshold": 0.78, "clip_threshold": 0.97,
"ssim_threshold": 0.48, "ssim_threshold": 0.88,
"psnr_threshold": 13.0, "psnr_threshold": 26.3,
"mean_abs_diff_threshold": 45.0 "mean_abs_diff_threshold": 5.8
}, },
"ltx_2_3_two_stage_ti2v_2gpus": { "ltx_2_3_two_stage_ti2v_2gpus": {
"clip_threshold": 0.55, "clip_threshold": 0.55,