Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -16,7 +16,6 @@ size_categories:
|
|
| 16 |
|
| 17 |
# Dataset Card for LSDBench: Long-video Sampling Dilemma Benchmark
|
| 18 |
|
| 19 |
-
<!-- Provide a quick summary of the dataset. -->
|
| 20 |
|
| 21 |
A benchmark that focuses on the sampling dilemma in long-video tasks. Through well-designed tasks, it evaluates the sampling efficiency of long-video VLMs.
|
| 22 |
|
|
@@ -28,6 +27,10 @@ Github : [https://github.com/dvlab-research/LSDBench](https://github.com/dvlab-r
|
|
| 28 |
|
| 29 |
## LSDBench
|
| 30 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
The LSDBench dataset is designed to evaluate the sampling efficiency of long-video VLMs. It consists of multiple-choice question-answer pairs based on hour-long videos, focusing on short-duration actions with high Necessary Sampling Density (NSD).
|
| 32 |
|
| 33 |
* **Number of QA Pairs:** 1304
|
|
|
|
| 16 |
|
| 17 |
# Dataset Card for LSDBench: Long-video Sampling Dilemma Benchmark
|
| 18 |
|
|
|
|
| 19 |
|
| 20 |
A benchmark that focuses on the sampling dilemma in long-video tasks. Through well-designed tasks, it evaluates the sampling efficiency of long-video VLMs.
|
| 21 |
|
|
|
|
| 27 |
|
| 28 |
## LSDBench
|
| 29 |
|
| 30 |
+
<div align=left>
|
| 31 |
+
<img width="35%" src="https://raw.githubusercontent.com/dvlab-research/LSDBench/main/assets/accuracy_vs_frames.png"/>
|
| 32 |
+
</div>
|
| 33 |
+
|
| 34 |
The LSDBench dataset is designed to evaluate the sampling efficiency of long-video VLMs. It consists of multiple-choice question-answer pairs based on hour-long videos, focusing on short-duration actions with high Necessary Sampling Density (NSD).
|
| 35 |
|
| 36 |
* **Number of QA Pairs:** 1304
|