Update README.md

README.md

@@ -17,7 +17,7 @@ tags:
 # Iceberg: Task-Centric Benchmarks for Vector Similarity Search
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/logo.png" width="210px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/logo.png" width="210px">
 </div>
 
 The Iceberg benchmark was presented in the paper [Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views](https://huggingface.co/papers/2512.12980).
@@ -30,7 +30,7 @@ Iceberg is a comprehensive benchmark suite for end-to-end evaluation of VSS (Vec
 Iceberg spans 7 diverse datasets across key domains including image classification, face recognition, text retrieval, and recommendation systems. Each dataset contains 1M to 100M vectors enriched with task-specific labels and metrics, enabling evaluation of retrieval algorithms within full application pipelines—not just in isolated recall-speed scenarios. Iceberg benchmarks 13 state-of-the-art VSS algorithms and re-ranks them using task-centric performance metrics, uncovering substantial deviations from conventional recall/speed-based rankings. Morever, Iceberg propose an interpretable decision tree to guide practitioners in selecting and tuning VSS methods for specific workloads.
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/main.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/main.png" width="900px">
 </div>
 
 ## Datasets
@@ -169,50 +169,50 @@ Run `pip install -r requirements.txt`.
 
 ## Pipeline
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/pipeline.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/pipeline.png" width="900px">
 </div>
 
 ## Results
 
 ### Iceberg LeaderBoard 1.0
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/leaderboard.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/leaderboard.png" width="900px">
 </div>
 
 ### Task-centric performance versus two similarity metrics
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/ImageNet-EVA02_metric.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/ImageNet-EVA02_metric.png" width="900px">
 </div>
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/ImageNet-ConvNeXt_metric.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/ImageNet-ConvNeXt_metric.png" width="900px">
 </div>
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/Glink360K-IR101_metric.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/Glink360K-IR101_metric.png" width="900px">
 </div>
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/BookCorpus_metric.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/BookCorpus_metric.png" width="900px">
 </div>
 
 ### Query Performance on Synthetic Recall@100
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/ImageNet-DINOv2.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/ImageNet-DINOv2.png" width="900px">
 </div>
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/Glink360k-IR101.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/Glink360k-IR101.png" width="900px">
 </div>
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/BookCorpus.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/BookCorpus.png" width="900px">
 </div>
 
 <div align=center>
-<img src="https://github.com/ZJU-DAILY/Iceberg/blob/main/pictures/sigmod26/Commerce.png" width="900px">
+<img src="https://github.com/ZJU-DAILY/Iceberg/raw/main/pictures/sigmod26/Commerce.png" width="900px">
 </div>
 
 ## Citation