opensandwich.ai
Model breakdown
ByteDance Seedbytedance-seed/seed-2.0-mini
Profile
Seed 2.0 MiniByteDance Seed
Release
Not provided by OpenRouterAvailable on OpenRouter
Specs
Not provided by OpenRouter262,144 tokens
Capabilities
Text + Image + VideoNot provided by OpenRouter
Training
Not provided by OpenRouterByteDance Seed
Links
Lab pageModel page

Under development: this benchmark and its published results are provisional, not final.

Back To ModelsOpen Best FitOpen Biggest Miss
Rank#19
-685.5alignment score
77.0%crowd match
Mean gap23.0%
Human match77.0%
Best fitHot Dog
Average vote72.6%
72.6%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
3.5Mtokens
Best fit1.8%
Hot Dog

Hot Dog

38.0%model yes
39.8%human yes
Biggest miss53.2%
Kitten in Bread

Kitten in Bread

1.0%model yes
54.2%human yes
Photo-by-photo

Model Results

Breaking down how close the model answered each question, compared to humans.

Dodge Van
Photo 02Dodge Van
ByteDance Seedbytedance-seed/seed-2.0-mini
0.0% yes100.0% no
Gap7.0%
Model readLeans no
Sub Sandwich
Photo 03Sub Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Sandwich Costume
Photo 04Sandwich Costume
ByteDance Seedbytedance-seed/seed-2.0-mini
0.0% yes100.0% no
Gap40.9%
Model readLeans no
Grilled Cheese
Photo 05Grilled Cheese
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Kitten in Bread
Photo 07Kitten in Bread
ByteDance Seedbytedance-seed/seed-2.0-mini
1.0% yes99.0% no
Gap53.2%
Model readLeans no
Hamburger
Photo 08Hamburger
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap27.0%
Model readLeans yes
Hashbrown Sandwich
Photo 09Hashbrown Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap40.6%
Model readLeans yes
Hot Dog
Photo 10Hot Dog
ByteDance Seedbytedance-seed/seed-2.0-mini
38.0% yes62.0% no
Gap1.8%
Model readLeans no
Pickle Sandwich
Photo 11Pickle Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap34.4%
Model readLeans yes
Avocado Tea
Photo 12Avocado Tea
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Panini
Photo 13Panini
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Cookie PB
Photo 14Cookie PB
ByteDance Seedbytedance-seed/seed-2.0-mini
38.0% yes62.0% no
Gap13.5%
Model readLeans no
Chicken Wrap
Photo 15Chicken Wrap
ByteDance Seedbytedance-seed/seed-2.0-mini
61.0% yes39.0% no
Gap38.4%
Model readLeans yes
Waffle Ice Cream
Photo 16Waffle Ice Cream
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap33.7%
Model readLeans yes
Sloppy Joe
Photo 17Sloppy Joe
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap20.6%
Model readLeans yes
Cigarette Sandwich
Photo 18Cigarette Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
15.0% yes85.0% no
Gap14.8%
Model readLeans no
KFC Double Down
Photo 19KFC Double Down
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
Gap44.3%
Model readLeans yes
Bagel PB&J
Photo 20Bagel PB&J
ByteDance Seedbytedance-seed/seed-2.0-mini
99.0% yes1.0% no
Gap52.4%
Model readLeans yes
PhotoVote SplitHuman responseGapRead
Bacon Lettuce Tomato
Photo 01Bacon Lettuce Tomato
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
3.7%absolute gap
Leans yesPeople mostly said yes
Dodge Van
Photo 02Dodge Van
ByteDance Seedbytedance-seed/seed-2.0-mini
0.0% yes100.0% no
7.0%absolute gap
Leans noPeople mostly said no
Sub Sandwich
Photo 03Sub Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
5.5%absolute gap
Leans yesPeople mostly said yes
Sandwich Costume
Photo 04Sandwich Costume
ByteDance Seedbytedance-seed/seed-2.0-mini
0.0% yes100.0% no
40.9%absolute gap
Leans noHuman knife-edge
Grilled Cheese
Photo 05Grilled Cheese
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
4.4%absolute gap
Leans yesPeople mostly said yes
Grilled Cheese Pineapple
Photo 06Grilled Cheese Pineapple
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
8.3%absolute gap
Leans yesPeople mostly said yes
Kitten in Bread
Photo 07Kitten in Bread
ByteDance Seedbytedance-seed/seed-2.0-mini
1.0% yes99.0% no
53.2%absolute gap
Leans noHuman knife-edge
Hamburger
Photo 08Hamburger
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
27.0%absolute gap
Leans yesSplit concept
Hashbrown Sandwich
Photo 09Hashbrown Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
40.6%absolute gap
Leans yesHuman knife-edge
Hot Dog
Photo 10Hot Dog
ByteDance Seedbytedance-seed/seed-2.0-mini
38.0% yes62.0% no
1.8%absolute gap
Leans noSplit concept
Pickle Sandwich
Photo 11Pickle Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
34.4%absolute gap
Leans yesSplit concept
Avocado Tea
Photo 12Avocado Tea
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
7.2%absolute gap
Leans yesPeople mostly said yes
Panini
Photo 13Panini
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
7.6%absolute gap
Leans yesPeople mostly said yes
Cookie PB
Photo 14Cookie PB
ByteDance Seedbytedance-seed/seed-2.0-mini
38.0% yes62.0% no
13.5%absolute gap
Leans noHuman knife-edge
Chicken Wrap
Photo 15Chicken Wrap
ByteDance Seedbytedance-seed/seed-2.0-mini
61.0% yes39.0% no
38.4%absolute gap
Leans yesSplit concept
Waffle Ice Cream
Photo 16Waffle Ice Cream
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
33.7%absolute gap
Leans yesSplit concept
Sloppy Joe
Photo 17Sloppy Joe
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
20.6%absolute gap
Leans yesSplit concept
Cigarette Sandwich
Photo 18Cigarette Sandwich
ByteDance Seedbytedance-seed/seed-2.0-mini
15.0% yes85.0% no
14.8%absolute gap
Leans noSplit concept
KFC Double Down
Photo 19KFC Double Down
ByteDance Seedbytedance-seed/seed-2.0-mini
100.0% yes0.0% no
44.3%absolute gap
Leans yesHuman knife-edge
Bagel PB&J
Photo 20Bagel PB&J
ByteDance Seedbytedance-seed/seed-2.0-mini
99.0% yes1.0% no
52.4%absolute gap
Leans yesHuman knife-edge
bytedance-seed/seed-2.0-mini Sandwich Benchmark Breakdown | opensandwich.ai