This work reviews the results of the NTIRE 2024 Challenge on Shadow Removal. Building
on the last year edition the current challenge was organized in two tracks with a track …

This paper reviews the NTIRE 2024 Challenge on Shortform UGC Video Quality
Assessment (S-UGC VQA) where various excellent solutions are submitted and evaluated …

A major obstacle to the long-term impact of most shared tasks is their lack of reproducibility.
Often only the test collections and the papers of the organizers and participants are …

This study examines the results of the NTIRE 2024 Challenge on Dense and Non-
Homogeneous Dehazing. Innovative methods were introduced and tested using a new …

In recent years, several deep learning models have been proposed to accurately quantify
and diagnose cardiac pathologies. These automated tools heavily rely on the accurate …

Something fundamental to computation-based research has really changed in the last ten
years. In certain fields, progress is simply dramatically more rapid than previously …

Organ and cancer segmentation in abdomen Computed Tomography (CT) scans is the
prerequisite for precise cancer diagnosis and treatment. Most existing benchmarks and …

We introduce EPIC-SOUNDS, a large-scale dataset of audio annotations capturing temporal
extents and class labels within the audio stream of the egocentric videos from EPIC …

This study assesses the outcomes of the NTIRE 2023 Challenge on Non-Homogeneous
Dehazing, wherein novel techniques were proposed and evaluated on new image dataset …

Abstract 3D Hand reconstruction from a single RGB image is challenging due to the
articulated motion, self-occlusion, and interaction with objects. Existing SOTA methods …