Datasets:

EurekaTian
/

SyncPro-189k

data_source stringclasses 12 values	images listlengths 1 1.83k	messages listlengths 2 3.66k	video_id stringlengths 7 50
HACS	[ "HACS/frames/_Tf932jIoBE/frame_000001.jpg", "HACS/frames/_Tf932jIoBE/frame_000002.jpg", "HACS/frames/_Tf932jIoBE/frame_000003.jpg", "HACS/frames/_Tf932jIoBE/frame_000004.jpg", "HACS/frames/_Tf932jIoBE/frame_000005.jpg", "HACS/frames/_Tf932jIoBE/frame_000006.jpg" ]	[ { "content": "Query: Let me know as soon as he crosses the white takeoff board.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "a...	_Tf932jIoBE
COIN	[ "COIN/frames/c9AQHabMPts/frame_000001.jpg", "COIN/frames/c9AQHabMPts/frame_000002.jpg", "COIN/frames/c9AQHabMPts/frame_000003.jpg", "COIN/frames/c9AQHabMPts/frame_000004.jpg", "COIN/frames/c9AQHabMPts/frame_000005.jpg", "COIN/frames/c9AQHabMPts/frame_000006.jpg", "COIN/frames/c9AQHabMPts/frame_000007.jp...	[ { "content": "Query: How much seed does he use for one tray?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { ...	c9AQHabMPts
qvh	[ "qvh/frames/l_s0sBhMprU_660.0_810.0/frame_000001.jpg", "qvh/frames/l_s0sBhMprU_660.0_810.0/frame_000002.jpg", "qvh/frames/l_s0sBhMprU_660.0_810.0/frame_000003.jpg", "qvh/frames/l_s0sBhMprU_660.0_810.0/frame_000004.jpg", "qvh/frames/l_s0sBhMprU_660.0_810.0/frame_000005.jpg", "qvh/frames/l_s0sBhMprU_660.0_8...	[ { "content": "Query: Warn me if the baby does anything dangerous in her high chair.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role"...	l_s0sBhMprU_660.0_810.0
MAGQA	[ "magqa/frames/gdrKbUrbHXg.8/frame_000001.jpg", "magqa/frames/gdrKbUrbHXg.8/frame_000002.jpg", "magqa/frames/gdrKbUrbHXg.8/frame_000003.jpg", "magqa/frames/gdrKbUrbHXg.8/frame_000004.jpg", "magqa/frames/gdrKbUrbHXg.8/frame_000005.jpg", "magqa/frames/gdrKbUrbHXg.8/frame_000006.jpg", "magqa/frames/gdrKbUrb...	[ { "content": "Query: What are the men in armor doing?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<speak>The man in armor is standing in front of a b...	gdrKbUrbHXg.8
ActivityNet_Captions	[ "ActivityNet_Captions/frames/v_ZdgWC6Jk2Nk/frame_000001.jpg", "ActivityNet_Captions/frames/v_ZdgWC6Jk2Nk/frame_000002.jpg", "ActivityNet_Captions/frames/v_ZdgWC6Jk2Nk/frame_000003.jpg", "ActivityNet_Captions/frames/v_ZdgWC6Jk2Nk/frame_000004.jpg", "ActivityNet_Captions/frames/v_ZdgWC6Jk2Nk/frame_000005.jpg"...	[ { "content": "Query: Remind me when it is revealed what material the product is made of.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "...	v_ZdgWC6Jk2Nk
HACS	[ "HACS/frames/lIip4QJj_4M/frame_000001.jpg", "HACS/frames/lIip4QJj_4M/frame_000002.jpg", "HACS/frames/lIip4QJj_4M/frame_000003.jpg", "HACS/frames/lIip4QJj_4M/frame_000004.jpg", "HACS/frames/lIip4QJj_4M/frame_000005.jpg", "HACS/frames/lIip4QJj_4M/frame_000006.jpg", "HACS/frames/lIip4QJj_4M/frame_000007.jp...	[ { "content": "Query: Keep me updated on the masked contestant's dance moves.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assi...	lIip4QJj_4M
MAGQA	[ "magqa/frames/oGFA19MZoKc.2/frame_000001.jpg", "magqa/frames/oGFA19MZoKc.2/frame_000002.jpg", "magqa/frames/oGFA19MZoKc.2/frame_000003.jpg", "magqa/frames/oGFA19MZoKc.2/frame_000004.jpg", "magqa/frames/oGFA19MZoKc.2/frame_000005.jpg", "magqa/frames/oGFA19MZoKc.2/frame_000006.jpg", "magqa/frames/oGFA19MZ...	[ { "content": "Query: What are the people doing with cameras?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { ...	oGFA19MZoKc.2
MAGQA	[ "magqa/frames/RIcphmit5ks.28/frame_000001.jpg", "magqa/frames/RIcphmit5ks.28/frame_000002.jpg", "magqa/frames/RIcphmit5ks.28/frame_000003.jpg", "magqa/frames/RIcphmit5ks.28/frame_000004.jpg", "magqa/frames/RIcphmit5ks.28/frame_000005.jpg", "magqa/frames/RIcphmit5ks.28/frame_000006.jpg", "magqa/frames/RI...	[ { "content": "Query: What does the video depict about Earth?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { ...	RIcphmit5ks.28
ActivityNet_Captions	[ "ActivityNet_Captions/frames/v_PveTDlMybvU/frame_000001.jpg", "ActivityNet_Captions/frames/v_PveTDlMybvU/frame_000002.jpg", "ActivityNet_Captions/frames/v_PveTDlMybvU/frame_000003.jpg", "ActivityNet_Captions/frames/v_PveTDlMybvU/frame_000004.jpg", "ActivityNet_Captions/frames/v_PveTDlMybvU/frame_000005.jpg"...	[ { "content": "Query: Warn me immediately if any rider ahead of me loses control or crashes.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", ...	v_PveTDlMybvU
qvh	[ "qvh/frames/KGcvYueHiYk_660.0_810.0/frame_000001.jpg", "qvh/frames/KGcvYueHiYk_660.0_810.0/frame_000002.jpg", "qvh/frames/KGcvYueHiYk_660.0_810.0/frame_000003.jpg", "qvh/frames/KGcvYueHiYk_660.0_810.0/frame_000004.jpg", "qvh/frames/KGcvYueHiYk_660.0_810.0/frame_000005.jpg", "qvh/frames/KGcvYueHiYk_660.0_8...	[ { "content": "Query: Alert me if you see them walking around barefoot.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant"...	KGcvYueHiYk_660.0_810.0
COIN	[ "COIN/frames/FBKxAtpxIok/frame_000001.jpg", "COIN/frames/FBKxAtpxIok/frame_000002.jpg", "COIN/frames/FBKxAtpxIok/frame_000003.jpg", "COIN/frames/FBKxAtpxIok/frame_000004.jpg", "COIN/frames/FBKxAtpxIok/frame_000005.jpg", "COIN/frames/FBKxAtpxIok/frame_000006.jpg", "COIN/frames/FBKxAtpxIok/frame_000007.jp...	[ { "content": "Query: Describe the steps needed to practise karate.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }...	FBKxAtpxIok
HACS	[ "HACS/frames/nMxvQM9Gpsk/frame_000001.jpg", "HACS/frames/nMxvQM9Gpsk/frame_000002.jpg", "HACS/frames/nMxvQM9Gpsk/frame_000003.jpg", "HACS/frames/nMxvQM9Gpsk/frame_000004.jpg", "HACS/frames/nMxvQM9Gpsk/frame_000005.jpg", "HACS/frames/nMxvQM9Gpsk/frame_000006.jpg", "HACS/frames/nMxvQM9Gpsk/frame_000007.jp...	[ { "content": "Query: Remind me when the man bows to conclude his exercise routine.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role":...	nMxvQM9Gpsk
HACS	[ "HACS/frames/GoYvYTqgngw/frame_000001.jpg", "HACS/frames/GoYvYTqgngw/frame_000002.jpg", "HACS/frames/GoYvYTqgngw/frame_000003.jpg", "HACS/frames/GoYvYTqgngw/frame_000004.jpg", "HACS/frames/GoYvYTqgngw/frame_000005.jpg", "HACS/frames/GoYvYTqgngw/frame_000006.jpg", "HACS/frames/GoYvYTqgngw/frame_000007.jp...	[ { "content": "Query: Is the highlighted player playing all these games on the same field?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", ...	GoYvYTqgngw
COIN	[ "COIN/frames/hMaq-SgP7Zw/frame_000001.jpg", "COIN/frames/hMaq-SgP7Zw/frame_000002.jpg", "COIN/frames/hMaq-SgP7Zw/frame_000003.jpg", "COIN/frames/hMaq-SgP7Zw/frame_000004.jpg", "COIN/frames/hMaq-SgP7Zw/frame_000005.jpg", "COIN/frames/hMaq-SgP7Zw/frame_000006.jpg", "COIN/frames/hMaq-SgP7Zw/frame_000007.jp...	[ { "content": "Query: Give me an update whenever a major component like the motherboard, GPU, or power supply is installed.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<s...	hMaq-SgP7Zw
HACS	[ "HACS/frames/UF2v4emX7rc/frame_000001.jpg", "HACS/frames/UF2v4emX7rc/frame_000002.jpg", "HACS/frames/UF2v4emX7rc/frame_000003.jpg", "HACS/frames/UF2v4emX7rc/frame_000004.jpg", "HACS/frames/UF2v4emX7rc/frame_000005.jpg", "HACS/frames/UF2v4emX7rc/frame_000006.jpg", "HACS/frames/UF2v4emX7rc/frame_000007.jp...	[ { "content": "Query: Let me know when the young player in camo pants stops shooting and moves.<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>",...	UF2v4emX7rc
HACS	[ "HACS/frames/-eVB41m8aaY/frame_000001.jpg", "HACS/frames/-eVB41m8aaY/frame_000002.jpg", "HACS/frames/-eVB41m8aaY/frame_000003.jpg", "HACS/frames/-eVB41m8aaY/frame_000004.jpg", "HACS/frames/-eVB41m8aaY/frame_000005.jpg", "HACS/frames/-eVB41m8aaY/frame_000006.jpg", "HACS/frames/-eVB41m8aaY/frame_000007.jp...	[ { "content": "Query: Are there any other people helping the main worker with the floor?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "r...	-eVB41m8aaY
ActivityNet_Captions	[ "ActivityNet_Captions/frames/v_HEuC9ZEY91E/frame_000001.jpg", "ActivityNet_Captions/frames/v_HEuC9ZEY91E/frame_000002.jpg", "ActivityNet_Captions/frames/v_HEuC9ZEY91E/frame_000003.jpg", "ActivityNet_Captions/frames/v_HEuC9ZEY91E/frame_000004.jpg", "ActivityNet_Captions/frames/v_HEuC9ZEY91E/frame_000005.jpg"...	[ { "content": "Query: What activity does the group decide to do after they finish sledding down the hill?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n...	v_HEuC9ZEY91E
StreamingCoT	[ "StreamingCoT/frames/Biua6LvwYro/frame_000001.jpg", "StreamingCoT/frames/Biua6LvwYro/frame_000002.jpg", "StreamingCoT/frames/Biua6LvwYro/frame_000003.jpg", "StreamingCoT/frames/Biua6LvwYro/frame_000004.jpg", "StreamingCoT/frames/Biua6LvwYro/frame_000005.jpg", "StreamingCoT/frames/Biua6LvwYro/frame_000006....	[ { "content": "Query: What different toys does the dog play with while lying on its back?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "...	Biua6LvwYro
qvh	[ "qvh/frames/b5DIp2wHa8Q_510.0_660.0/frame_000001.jpg", "qvh/frames/b5DIp2wHa8Q_510.0_660.0/frame_000002.jpg", "qvh/frames/b5DIp2wHa8Q_510.0_660.0/frame_000003.jpg", "qvh/frames/b5DIp2wHa8Q_510.0_660.0/frame_000004.jpg", "qvh/frames/b5DIp2wHa8Q_510.0_660.0/frame_000005.jpg", "qvh/frames/b5DIp2wHa8Q_510.0_6...	[ { "content": "Query: Does everyone stay seated at the table throughout their meal?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role":...	b5DIp2wHa8Q_510.0_660.0
MAGQA	[ "magqa/frames/dcT5hsD2PbY.5/frame_000001.jpg", "magqa/frames/dcT5hsD2PbY.5/frame_000002.jpg", "magqa/frames/dcT5hsD2PbY.5/frame_000003.jpg", "magqa/frames/dcT5hsD2PbY.5/frame_000004.jpg", "magqa/frames/dcT5hsD2PbY.5/frame_000005.jpg", "magqa/frames/dcT5hsD2PbY.5/frame_000006.jpg", "magqa/frames/dcT5hsD2...	[ { "content": "Query: What is prominently featured in the video?<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silent>", "role": "assistant" }, ...	dcT5hsD2PbY.5
MAGQA	[ "magqa/frames/LuB4UYPqSzo.13/frame_000001.jpg", "magqa/frames/LuB4UYPqSzo.13/frame_000002.jpg", "magqa/frames/LuB4UYPqSzo.13/frame_000003.jpg", "magqa/frames/LuB4UYPqSzo.13/frame_000004.jpg", "magqa/frames/LuB4UYPqSzo.13/frame_000005.jpg", "magqa/frames/LuB4UYPqSzo.13/frame_000006.jpg", "magqa/frames/Lu...	[ { "content": "Query: What activities do the game characters engage in?<image>", "role": "user" }, { "content": "<inner>A man plays a guitar.</inner><\|im_end\|>\n<silent>", "role": "assistant" }, { "content": "<image>", "role": "user" }, { "content": "<silent><\|im_end\|>\n<silen...	LuB4UYPqSzo.13

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SyncPro-189k

SyncPro-189k is the supervised-fine-tuning annotation release for SyncPro: Synchronous Reasoning and Responding for Proactive Streaming Video Understanding.

This repository contains annotations only. It does not distribute videos, extracted frames, benchmark media, or model checkpoints.

The associated GitHub repository intentionally does not mirror the complete annotations. The RL annotations used in the paper are not part of this dataset release.

Dataset configurations

Configuration	Split	Rows	Description
`sft`	train	189,403	Dual-stream streaming conversations with relative frame references

from datasets import load_dataset

sft = load_dataset("EurekaTian/SyncPro-189k", "sft", split="train")

SFT annotations

Each SFT row contains messages, images, data_source, and video_id. The 189,403 trajectories reference 13,522,811 chronological frames. Image paths are portable references such as magqa/frames/<video_id>/frame_000001.jpg; users must resolve them against media obtained from the original publisher.

Assistant targets contain an internal reasoning branch followed by an external response branch:

<inner>...</inner><|im_end|>
<silent>

or an activation such as:

<silent><|im_end|>
<speak>...</speak>

Data sources

The SFT annotations draw from these research datasets:

Source	Rows	Access and terms
HACS	59,331	Repository
MAGQA / Shot2Story	36,826	Dataset card
ActivityNet Captions	22,799	Project page
COIN	22,585	Annotations
QVHighlights	19,001	Repository
DiDeMo	10,326	Repository
StreamingCoT	7,142	Repository
MovieNet	3,463	Project page
Ego4D GoalStep	3,296	Access guide
Perception Test	1,929	Repository
YouCook2	1,903	Download page
UCF-Crime	802	Project page

Source names and identifiers are included for resolution and attribution. Users are responsible for obtaining each underlying dataset, accepting its terms, and complying with its access, citation, and use restrictions.

All released media references are relative. The export pipeline rejects absolute workstation paths and known internal infrastructure markers, and the uploaded files were independently checked for credentials and internal service identifiers.

License

The released SyncPro SFT annotation files are licensed under CC BY-NC-SA 4.0. This license applies only to the annotation release. Underlying media and source annotations remain subject to their original terms; the more restrictive applicable terms continue to govern their use.