{ "schema_version": "mriqa2_actor_editor_sample_v1", "sample_id": "sample_0001", "status": "success", "created_at": "2026-08-10T10:31:29Z", "code": "https://github.com/RobinY99/MR-IQA-2/blob/main/examples/actor_to_editor.py", "files": { "source_image": "../../assets/actor_editor/sample_0001/source.png", "edited_image": "../../assets/actor_editor/sample_0001/edited.png" }, "source": { "origin": "AI-generated specifically for this public example; no benchmark image is redistributed", "generation_tool": "OpenAI image generation", "generation_prompt": "Use case: photorealistic-natural\nAsset type: public model-card source image for a single-step image-quality restoration demo\nPrimary request: Create a realistic but visibly imperfect casual smartphone photograph of a vintage red bicycle leaning against a weathered brick wall, with no people.\nScene/backdrop: quiet outdoor courtyard, simple brick wall and stone pavement, no signs or readable text.\nStyle/medium: candid photorealistic smartphone photo, natural everyday texture rather than polished commercial photography.\nComposition/framing: landscape framing, entire bicycle visible, straightforward eye-level view.\nLighting/mood: flat overcast daylight; slightly underexposed.\nConstraints: intentionally moderate image quality with mild soft focus, a little sensor noise, subdued contrast, and slight compression softness while the bicycle remains recognizable; no watermark, no logos, no text, no border, no collage.", "published_size": [ 512, 336 ] }, "actor": { "model": "RobinY99/MR-IQA-2", "subfolder": "actor", "revision": "402afd29be9eb539d9d6b054a985cb8c49c32bd5", "checkpoint": "masked-credit E5 Actor, step 1455", "prompt_version": "vf_reasoning_evidence_solution_rating_v5_20260724", "schema": "reasoning_evidence_solution_rating", "enable_thinking": false, "max_new_tokens": 512, "max_pixels": 196608, "seed": 764952063587760, "raw_completion": "\n\n\n\n{\n \"reasoning\": {\n \"evidence\": \"The image suffers from significant color cast and noise, particularly in the brick wall background and the red bicycle frame, which appear dull and lack vibrancy.\",\n \"solution\": \"Super-resolution to enhance fine details and textures, super-smooth super-structure for clean architecture, super-smooth sky for clear background, super-smooth road for clear pavement, super-smooth bicycle for clean vehicle, super-smooth wall for clean brickwork, super-smooth ground for clear pavement, and super-smooth wheels for clear tires.\"\n },\n \"rating\": 4.3\n}", "parsed": { "reasoning": { "evidence": "The image suffers from significant color cast and noise, particularly in the brick wall background and the red bicycle frame, which appear dull and lack vibrancy.", "solution": "Super-resolution to enhance fine details and textures, super-smooth super-structure for clean architecture, super-smooth sky for clear background, super-smooth road for clear pavement, super-smooth bicycle for clean vehicle, super-smooth wall for clean brickwork, super-smooth ground for clear pavement, and super-smooth wheels for clear tires." }, "rating": 4.3 } }, "editor": { "model": "RobinY99/MR-IQA-2", "subfolder": "editor", "upstream_model": "black-forest-labs/FLUX.2-klein-4B", "upstream_revision": "e7b7dc27f91deacad38e78976d1f2b499d76a294", "positive_prompt": "Super-resolution to enhance fine details and textures, super-smooth super-structure for clean architecture, super-smooth sky for clear background, super-smooth road for clear pavement, super-smooth bicycle for clean vehicle, super-smooth wall for clean brickwork, super-smooth ground for clear pavement, and super-smooth wheels for clear tires.", "solution_forwarded_verbatim": true, "profile": "eager_4b_bf16", "seed": 764952063587760, "steps": 4, "guidance_scale": 1.0, "sigmas": [ 1.0, 0.75, 0.5, 0.25 ], "max_sequence_length": 512, "status": "success", "runtime_sec": 1.7702304781414568, "peak_memory_bytes": 16467217408, "input_size": [ 512, 336 ], "output_size": [ 512, 336 ], "size_fixed": false }, "judge": { "run": false }, "test_environment": { "gpu": "NVIDIA RTX A6000", "actor_torch": "2.11.0+cu130", "actor_transformers": "5.12.1", "editor_torch": "2.11.0+cu130", "editor_diffusers": "0.40.0.dev0" } }