Paper Master Map
该文件用于打通 Stage 6 的路线、figure、dataset、metric 和精读优先级。所有强 claim 默认是
paper_claim_until_metric_supported，进入综述结论前需要 6.4/6.5 或人工精读验证。
| paper_id | 论文 | primary_task | primary_representation | model_family | figure_status | score | band | survey_score | review_evidence_score | legacy_hint | reason |
|---|---|---|---|---|---|---|---|---|---|---|---|
| a1a69b14748af5b3 | Taming Stable Diffusion for Text to 360° Panorama Image Generation | text_to_panorama | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | confirmed_pipeline | 65 | high | 60 | 5 | high | core paper; code available; confirmed pipeline figure; 112 metric rows extracted but not rankable |
| 98bafd1887bf33aa | Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models | panorama_generation_general | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 40 | medium | 40 | 0 | medium | core paper; code available |
| 7f4864044e04e5ec | 360-Degree Panorama Generation from Few Unregistered NFoV Images | image_or_nfov_to_panorama | erp_direct_or_mixed | unknown_or_mixed | wrong_or_placeholder | 45 | medium | 40 | 5 | medium | core paper; code available; 3 metric rows extracted but not rankable |
| 79ab21dbadb25cf0 | Panorama Generation From NFoV Image Done Right | image_or_nfov_to_panorama | erp_direct_or_mixed | unknown_or_mixed | wrong_or_placeholder | 45 | medium | 40 | 5 | medium | core paper; code available; 93 metric rows extracted but not rankable |
| ba47839b8289ce8e | PanoDiffusion: 360-degree Panorama Outpainting via Diffusion | panorama_outpainting | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 45 | medium | 40 | 5 | medium | core paper; code available; 140 metric rows extracted but not rankable |
| 9753801176957726353 | What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? | text_to_panorama | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | confirmed_pipeline | 65 | high | 60 | 5 | high | core paper; code available; confirmed pipeline figure; 111 metric rows extracted but not rankable |
| 1507614108164de8 | DiffPano++: Scalable and Consistent Multi-View Panorama Generation with Spherical Epipolar-Aware Diffusion | multi_view_panorama | multi_view_crops | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 45 | medium | 40 | 5 | medium | core paper; code available; 60 metric rows extracted but not rankable |
| 9033796522063612996 | Spherical manifold guided diffusion model for panoramic image generation | panorama_generation_general | spherical_latent_or_manifold | stable_diffusion_or_unet_diffusion | confirmed_pipeline | 63 | high | 58 | 5 | high | core paper; confirmed pipeline figure; 100 metric rows extracted but not rankable; spherical_latent_or_manifold |
| 13521719276910748592 | Spherical-nested diffusion model for panoramic image outpainting | panorama_outpainting | spherical_latent_or_manifold | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 54 | medium | 38 | 16 | high | core paper; 16 metric rows need ranking QA; spherical_latent_or_manifold |
| 983cfc7c8bda0d9e | CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation | image_or_nfov_to_panorama | cubemap | stable_diffusion_or_unet_diffusion | confirmed_pipeline | 88 | high | 68 | 20 | high | core paper; code available; confirmed pipeline figure; 68 metric rows need ranking QA; cubemap |
| 95bf3d1227a9198f | Conditional Panoramic Image Generation via Masked Autoregressive Modeling | panorama_generation_general | erp_direct_or_mixed | masked_autoregressive | confirmed_pipeline | 75 | high | 70 | 5 | high | core paper; code available; confirmed pipeline figure; 64 metric rows extracted but not rankable; masked_autoregressive |
| 29833d4576d49165 | DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion | text_to_panorama | multi_view_crops | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 45 | medium | 40 | 5 | medium | core paper; code available; 60 metric rows extracted but not rankable |
| 4171918228778611344 | CamFreeDiff: camera-free image to panorama generation with diffusion model | image_or_nfov_to_panorama | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | confirmed_pipeline | 55 | high | 50 | 5 | high | core paper; confirmed pipeline figure; 47 metric rows extracted but not rankable |
| 4997777058189649127 | TanDiT: Tangent-Plane Diffusion Transformer for High-Quality 360 {\deg} Panorama Generation | panorama_generation_general | tangent_plane | diffusion_transformer | missing_need_manual_check | 53 | medium | 48 | 5 | high | core paper; 252 metric rows extracted but not rankable; diffusion_transformer; tangent_plane |
| c040869e37d6b4ff | SphereDiff: Tuning-free 360° Static and Dynamic Panorama Generation via Spherical Latent Representation | panorama_generation_general | spherical_latent_or_manifold | training_free_guidance | partial_method_figure | 61 | high | 56 | 5 | high | core paper; code available; figure=partial_method_figure; 13 metric rows extracted but not rankable; spherical_latent_or_manifold |
| 9388373ef8d8e684 | JoPano: Unified Panorama Generation via Joint Modeling | panorama_generation_general | erp_direct_or_mixed | unified_omni_model | confirmed_pipeline | 75 | high | 70 | 5 | high | core paper; code available; confirmed pipeline figure; 118 metric rows extracted but not rankable; unified_omni_model |
| 4733265c143da4c5 | Spherical Dense Text-to-Image Synthesis | text_to_panorama | spherical_latent_or_manifold | unknown_or_mixed | missing_need_manual_check | 53 | medium | 48 | 5 | high | core paper; code available; 892 metric rows extracted but not rankable; spherical_latent_or_manifold |
| 7660116cdddca12e | Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View | top_down_to_panorama | erp_direct_or_mixed | unknown_or_mixed | wrong_or_placeholder | 45 | medium | 40 | 5 | medium | core paper; code available; 104 metric rows extracted but not rankable |
| 17615279564022297245 | Twindiffusion: Enhancing coherence and efficiency in panoramic image generation with diffusion models | panorama_generation_general | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | wrong_or_placeholder | 45 | medium | 40 | 5 | medium | core paper; code available; 60 metric rows extracted but not rankable |
| 7458159420666610471 | Multi-scale diffusion: Enhancing spatial layout in high-resolution panoramic image generation | panorama_generation_general | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 30 | medium | 30 | 0 | medium | core paper |
| ec8de83b9dffe9af | SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model | panorama_generation_general | spherical_latent_or_manifold | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 53 | medium | 48 | 5 | high | core paper; code available; 30 metric rows extracted but not rankable; spherical_latent_or_manifold |
| 11807705132560466246 | SphereDrag: Spherical Geometry-Aware Panoramic Image Editing | panorama_editing_or_translation | spherical_latent_or_manifold | diffusion_transformer | missing_need_manual_check | 23 | low | 18 | 5 | medium | 39 metric rows extracted but not rankable; diffusion_transformer; spherical_latent_or_manifold |
| 6158533852693537814 | Omni2: Unifying Omnidirectional Image Generation and Editing in an Omni Model | panorama_editing_or_translation | erp_direct_or_mixed | diffusion_transformer | confirmed_pipeline | 45 | medium | 40 | 5 | medium | code available; confirmed pipeline figure; 68 metric rows extracted but not rankable; diffusion_transformer |
| 1647424063381971462 | 360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation | panorama_editing_or_translation | erp_direct_or_mixed | training_free_guidance | confirmed_pipeline | 30 | medium | 30 | 0 | low | code available; confirmed pipeline figure |
| 5251966204911209787 | 360dvd: Controllable panorama video generation with 360-degree video diffusion model | panorama_video_generation | erp_direct_or_mixed | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 10 | low | 10 | 0 | medium | code available |
| 8a685f26f0cd4183 | DreamCube: 3D Panorama Generation via Multi-plane Synchronization | 3d_or_lifting_to_360 | cubemap | unknown_or_mixed | missing_need_manual_check | 23 | low | 18 | 5 | medium | code available; 65 metric rows extracted but not rankable; cubemap |
| d8e4f250c9108fee | PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-View Self-guidance | multi_view_panorama | multi_view_crops | training_free_guidance | confirmed_pipeline | 35 | medium | 30 | 5 | low | code available; confirmed pipeline figure; 57 metric rows extracted but not rankable |
| 6f20f134666d6e99 | 360Anything: Geometry-Free Lifting of Images and Videos to 360° | panorama_video_generation | geometry_free_360_lifting | unknown_or_mixed | missing_need_manual_check | 5 | low | 0 | 5 | medium | 88 metric rows extracted but not rankable |
| 295fe81508610dea | MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion | multi_view_panorama | multi_view_crops | stable_diffusion_or_unet_diffusion | missing_need_manual_check | 15 | low | 10 | 5 | medium | code available; 30 metric rows extracted but not rankable |