Tanks and Temples is a widely-used benchmark for image-based 3D reconstruction and multi-view stereo (MVS). Introduced by Knapitsch et al. (Tanks and Temples: Benchmarking Large-Scale Scene Reconstruction), the benchmark provides high-resolution video/image sequences of real-world scenes and laser-scanned ground-truth geometry for evaluating reconstruction and novel-view-synthesis methods. The benchmark is organized into testing groups (commonly referred to as the “intermediate” and “advanced” sets) and is frequently used in the literature; many papers also evaluate on a standard 6-scene subset of the benchmark for out-of-domain novel-view-synthesis (NVS) evaluation. Official dataset/download and benchmark materials are hosted at the TanksAndTemples website and the original paper (SIGGRAPH / ACM TOG) provides dataset details and evaluation instructions.
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