IceBerg Benchmark Exposes Evaluation Pitfalls in Vector Retrieval Algorithms
The new IceBerg benchmark reveals a critical gap: top vector search algorithms like HNSW don't always perform best in real-world AI tasks (e.g., RAG). It calls for a shift in evaluation focus from speed/recall to actual application performance.
12/26/20251 min read